Papers


Graph-Structured Representations for Visual Question Answering
Damien Teney,
Lingqiao Liu,
Anton van den Hengel
[pdf] [supp]
[bibtex]
@InProceedings{Teney_2017_CVPR,
author = {Teney, Damien and Liu, Lingqiao and van den Hengel, Anton},
title = {Graph-Structured Representations for Visual Question Answering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation
Hao Zhao,
Ming Lu,
Anbang Yao,
Yiwen Guo,
Yurong Chen,
Li Zhang
[pdf] [supp]
[bibtex]
@InProceedings{Zhao_2017_CVPR,
author = {Zhao, Hao and Lu, Ming and Yao, Anbang and Guo, Yiwen and Chen, Yurong and Zhang, Li},
title = {Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Local Binary Convolutional Neural Networks
Felix Juefei-Xu,
Vishnu Naresh Boddeti,
Marios Savvides
[pdf]
[bibtex]
@InProceedings{Juefei-Xu_2017_CVPR,
author = {Juefei-Xu, Felix and Naresh Boddeti, Vishnu and Savvides, Marios},
title = {Local Binary Convolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Designing Effective Inter-Pixel Information Flow for Natural Image Matting
Yagiz Aksoy,
Tunc Ozan Aydin,
Marc Pollefeys
[pdf]
[bibtex]
@InProceedings{Aksoy_2017_CVPR,
author = {Aksoy, Yagiz and Ozan Aydin, Tunc and Pollefeys, Marc},
title = {Designing Effective Inter-Pixel Information Flow for Natural Image Matting},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Face Normals "In-The-Wild" Using Fully Convolutional Networks
George Trigeorgis,
Patrick Snape,
Iasonas Kokkinos,
Stefanos Zafeiriou
[pdf]
[bibtex]
@InProceedings{Trigeorgis_2017_CVPR,
author = {Trigeorgis, George and Snape, Patrick and Kokkinos, Iasonas and Zafeiriou, Stefanos},
title = {Face Normals "In-The-Wild" Using Fully Convolutional Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

3D Face Morphable Models "In-The-Wild"
James Booth,
Epameinondas Antonakos,
Stylianos Ploumpis,
George Trigeorgis,
Yannis Panagakis,
Stefanos Zafeiriou
[pdf] [supp]
[bibtex]
@InProceedings{Booth_2017_CVPR,
author = {Booth, James and Antonakos, Epameinondas and Ploumpis, Stylianos and Trigeorgis, George and Panagakis, Yannis and Zafeiriou, Stefanos},
title = {3D Face Morphable Models "In-The-Wild"},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Towards a Quality Metric for Dense Light Fields
Vamsi Kiran Adhikarla,
Marek Vinkler,
Denis Sumin,
Rafal K. Mantiuk,
Karol Myszkowski,
Hans-Peter Seidel,
Piotr Didyk
[pdf] [supp]
[bibtex]
@InProceedings{Adhikarla_2017_CVPR,
author = {Kiran Adhikarla, Vamsi and Vinkler, Marek and Sumin, Denis and Mantiuk, Rafal K. and Myszkowski, Karol and Seidel, Hans-Peter and Didyk, Piotr},
title = {Towards a Quality Metric for Dense Light Fields},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Position Tracking for Virtual Reality Using Commodity WiFi
Manikanta Kotaru,
Sachin Katti
[pdf] [supp]
[bibtex]
@InProceedings{Kotaru_2017_CVPR,
author = {Kotaru, Manikanta and Katti, Sachin},
title = {Position Tracking for Virtual Reality Using Commodity WiFi},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Material Classification Using Frequency- and Depth-Dependent Time-Of-Flight Distortion
Kenichiro Tanaka,
Yasuhiro Mukaigawa,
Takuya Funatomi,
Hiroyuki Kubo,
Yasuyuki Matsushita,
Yasushi Yagi
[pdf] [supp]
[bibtex]
@InProceedings{Tanaka_2017_CVPR,
author = {Tanaka, Kenichiro and Mukaigawa, Yasuhiro and Funatomi, Takuya and Kubo, Hiroyuki and Matsushita, Yasuyuki and Yagi, Yasushi},
title = {Material Classification Using Frequency- and Depth-Dependent Time-Of-Flight Distortion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning by Association -- A Versatile Semi-Supervised Training Method for Neural Networks
Philip Haeusser,
Alexander Mordvintsev,
Daniel Cremers
[pdf]
[bibtex]
@InProceedings{Haeusser_2017_CVPR,
author = {Haeusser, Philip and Mordvintsev, Alexander and Cremers, Daniel},
title = {Learning by Association -- A Versatile Semi-Supervised Training Method for Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting
Yvain Queau,
Tao Wu,
Francois Lauze,
Jean-Denis Durou,
Daniel Cremers
[pdf]
[bibtex]
@InProceedings{Queau_2017_CVPR,
author = {Queau, Yvain and Wu, Tao and Lauze, Francois and Durou, Jean-Denis and Cremers, Daniel},
title = {A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning From Synthetic Humans
Gul Varol,
Javier Romero,
Xavier Martin,
Naureen Mahmood,
Michael J. Black,
Ivan Laptev,
Cordelia Schmid
[pdf]
[bibtex]
@InProceedings{Varol_2017_CVPR,
author = {Varol, Gul and Romero, Javier and Martin, Xavier and Mahmood, Naureen and Black, Michael J. and Laptev, Ivan and Schmid, Cordelia},
title = {Learning From Synthetic Humans},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Correlational Gaussian Processes for Cross-Domain Visual Recognition
Chengjiang Long,
Gang Hua
[pdf]
[bibtex]
@InProceedings{Long_2017_CVPR,
author = {Long, Chengjiang and Hua, Gang},
title = {Correlational Gaussian Processes for Cross-Domain Visual Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Revisiting the Variable Projection Method for Separable Nonlinear Least Squares Problems
Je Hyeong Hong,
Christopher Zach,
Andrew Fitzgibbon
[pdf]
[bibtex]
@InProceedings{Hong_2017_CVPR,
author = {Hyeong Hong, Je and Zach, Christopher and Fitzgibbon, Andrew},
title = {Revisiting the Variable Projection Method for Separable Nonlinear Least Squares Problems},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning to Detect Salient Objects With Image-Level Supervision
Lijun Wang,
Huchuan Lu,
Yifan Wang,
Mengyang Feng,
Dong Wang,
Baocai Yin,
Xiang Ruan
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Lijun and Lu, Huchuan and Wang, Yifan and Feng, Mengyang and Wang, Dong and Yin, Baocai and Ruan, Xiang},
title = {Learning to Detect Salient Objects With Image-Level Supervision},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Binary Coding for Partial Action Analysis With Limited Observation Ratios
Jie Qin,
Li Liu,
Ling Shao,
Bingbing Ni,
Chen Chen,
Fumin Shen,
Yunhong Wang
[pdf]
[bibtex]
@InProceedings{Qin_2017_CVPR,
author = {Qin, Jie and Liu, Li and Shao, Ling and Ni, Bingbing and Chen, Chen and Shen, Fumin and Wang, Yunhong},
title = {Binary Coding for Partial Action Analysis With Limited Observation Ratios},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Temporal Convolutional Networks for Action Segmentation and Detection
Colin Lea,
Michael D. Flynn,
Rene Vidal,
Austin Reiter,
Gregory D. Hager
[pdf]
[bibtex]
@InProceedings{Lea_2017_CVPR,
author = {Lea, Colin and Flynn, Michael D. and Vidal, Rene and Reiter, Austin and Hager, Gregory D.},
title = {Temporal Convolutional Networks for Action Segmentation and Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data
Swaminathan Gurumurthy,
Ravi Kiran Sarvadevabhatla,
R. Venkatesh Babu
[pdf]
[bibtex]
@InProceedings{Gurumurthy_2017_CVPR,
author = {Gurumurthy, Swaminathan and Kiran Sarvadevabhatla, Ravi and Venkatesh Babu, R.},
title = {DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Template Matching With Deformable Diversity Similarity
Itamar Talmi,
Roey Mechrez,
Lihi Zelnik-Manor
[pdf] [supp]
[bibtex]
@InProceedings{Talmi_2017_CVPR,
author = {Talmi, Itamar and Mechrez, Roey and Zelnik-Manor, Lihi},
title = {Template Matching With Deformable Diversity Similarity},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Surface Motion Capture Transfer With Gaussian Process Regression
Adnane Boukhayma,
Jean-Sebastien Franco,
Edmond Boyer
[pdf]
[bibtex]
@InProceedings{Boukhayma_2017_CVPR,
author = {Boukhayma, Adnane and Franco, Jean-Sebastien and Boyer, Edmond},
title = {Surface Motion Capture Transfer With Gaussian Process Regression},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Generating Holistic 3D Scene Abstractions for Text-Based Image Retrieval
Ang Li,
Jin Sun,
Joe Yue-Hei Ng,
Ruichi Yu,
Vlad I. Morariu,
Larry S. Davis
[pdf] [supp]
[bibtex]
@InProceedings{Li_2017_CVPR,
author = {Li, Ang and Sun, Jin and Yue-Hei Ng, Joe and Yu, Ruichi and Morariu, Vlad I. and Davis, Larry S.},
title = {Generating Holistic 3D Scene Abstractions for Text-Based Image Retrieval},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Unsupervised Video Summarization With Adversarial LSTM Networks
Behrooz Mahasseni,
Michael Lam,
Sinisa Todorovic
[pdf]
[bibtex]
@InProceedings{Mahasseni_2017_CVPR,
author = {Mahasseni, Behrooz and Lam, Michael and Todorovic, Sinisa},
title = {Unsupervised Video Summarization With Adversarial LSTM Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

SphereFace: Deep Hypersphere Embedding for Face Recognition
Weiyang Liu,
Yandong Wen,
Zhiding Yu,
Ming Li,
Bhiksha Raj,
Le Song
[pdf]
[bibtex]
@InProceedings{Liu_2017_CVPR,
author = {Liu, Weiyang and Wen, Yandong and Yu, Zhiding and Li, Ming and Raj, Bhiksha and Song, Le},
title = {SphereFace: Deep Hypersphere Embedding for Face Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

One-Shot Video Object Segmentation
Sergi Caelles,
Kevis-Kokitsi Maninis,
Jordi Pont-Tuset,
Laura Leal-Taixe,
Daniel Cremers,
Luc Van Gool
[pdf]
[bibtex]
@InProceedings{Caelles_2017_CVPR,
author = {Caelles, Sergi and Maninis, Kevis-Kokitsi and Pont-Tuset, Jordi and Leal-Taixe, Laura and Cremers, Daniel and Van Gool, Luc},
title = {One-Shot Video Object Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

SGM-Nets: Semi-Global Matching With Neural Networks
Akihito Seki,
Marc Pollefeys
[pdf] [supp]
[bibtex]
@InProceedings{Seki_2017_CVPR,
author = {Seki, Akihito and Pollefeys, Marc},
title = {SGM-Nets: Semi-Global Matching With Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

What's in a Question: Using Visual Questions as a Form of Supervision
Siddha Ganju,
Olga Russakovsky,
Abhinav Gupta
[pdf]
[bibtex]
@InProceedings{Ganju_2017_CVPR,
author = {Ganju, Siddha and Russakovsky, Olga and Gupta, Abhinav},
title = {What's in a Question: Using Visual Questions as a Form of Supervision},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Context-Aware Captions From Context-Agnostic Supervision
Ramakrishna Vedantam,
Samy Bengio,
Kevin Murphy,
Devi Parikh,
Gal Chechik
[pdf]
[bibtex]
@InProceedings{Vedantam_2017_CVPR,
author = {Vedantam, Ramakrishna and Bengio, Samy and Murphy, Kevin and Parikh, Devi and Chechik, Gal},
title = {Context-Aware Captions From Context-Agnostic Supervision},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Polyhedral Conic Classifiers for Visual Object Detection and Classification
Hakan Cevikalp,
Bill Triggs
[pdf]
[bibtex]
@InProceedings{Cevikalp_2017_CVPR,
author = {Cevikalp, Hakan and Triggs, Bill},
title = {Polyhedral Conic Classifiers for Visual Object Detection and Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Unsupervised Monocular Depth Estimation With Left-Right Consistency
Clement Godard,
Oisin Mac Aodha,
Gabriel J. Brostow
[pdf]
[bibtex]
@InProceedings{Godard_2017_CVPR,
author = {Godard, Clement and Mac Aodha, Oisin and Brostow, Gabriel J.},
title = {Unsupervised Monocular Depth Estimation With Left-Right Consistency},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Compact Matrix Factorization With Dependent Subspaces
Viktor Larsson,
Carl Olsson
[pdf] [supp]
[bibtex]
@InProceedings{Larsson_2017_CVPR,
author = {Larsson, Viktor and Olsson, Carl},
title = {Compact Matrix Factorization With Dependent Subspaces},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Reinforcement Learning-Based Image Captioning With Embedding Reward
Zhou Ren,
Xiaoyu Wang,
Ning Zhang,
Xutao Lv,
Li-Jia Li
[pdf]
[bibtex]
@InProceedings{Ren_2017_CVPR,
author = {Ren, Zhou and Wang, Xiaoyu and Zhang, Ning and Lv, Xutao and Li, Li-Jia},
title = {Deep Reinforcement Learning-Based Image Captioning With Embedding Reward},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Dual Attention Networks for Multimodal Reasoning and Matching
Hyeonseob Nam,
Jung-Woo Ha,
Jeonghee Kim
[pdf]
[bibtex]
@InProceedings{Nam_2017_CVPR,
author = {Nam, Hyeonseob and Ha, Jung-Woo and Kim, Jeonghee},
title = {Dual Attention Networks for Multimodal Reasoning and Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Exploiting 2D Floorplan for Building-Scale Panorama RGBD Alignment
Erik Wijmans,
Yasutaka Furukawa
[pdf] [supp]
[bibtex]
@InProceedings{Wijmans_2017_CVPR,
author = {Wijmans, Erik and Furukawa, Yasutaka},
title = {Exploiting 2D Floorplan for Building-Scale Panorama RGBD Alignment},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Hierarchical Approach for Generating Descriptive Image Paragraphs
Jonathan Krause,
Justin Johnson,
Ranjay Krishna,
Li Fei-Fei
[pdf]
[bibtex]
@InProceedings{Krause_2017_CVPR,
author = {Krause, Jonathan and Johnson, Justin and Krishna, Ranjay and Fei-Fei, Li},
title = {A Hierarchical Approach for Generating Descriptive Image Paragraphs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Visual Dialog
Abhishek Das,
Satwik Kottur,
Khushi Gupta,
Avi Singh,
Deshraj Yadav,
Jose M. F. Moura,
Devi Parikh,
Dhruv Batra
[pdf] [supp]
[bibtex]
@InProceedings{Das_2017_CVPR,
author = {Das, Abhishek and Kottur, Satwik and Gupta, Khushi and Singh, Avi and Yadav, Deshraj and Moura, Jose M. F. and Parikh, Devi and Batra, Dhruv},
title = {Visual Dialog},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

DESIRE: Distant Future Prediction in Dynamic Scenes With Interacting Agents
Namhoon Lee,
Wongun Choi,
Paul Vernaza,
Christopher B. Choy,
Philip H. S. Torr,
Manmohan Chandraker
[pdf] [supp]
[bibtex]
@InProceedings{Lee_2017_CVPR,
author = {Lee, Namhoon and Choi, Wongun and Vernaza, Paul and Choy, Christopher B. and Torr, Philip H. S. and Chandraker, Manmohan},
title = {DESIRE: Distant Future Prediction in Dynamic Scenes With Interacting Agents},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Mining Object Parts From CNNs via Active Question-Answering
Quanshi Zhang,
Ruiming Cao,
Ying Nian Wu,
Song-Chun Zhu
[pdf]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Quanshi and Cao, Ruiming and Nian Wu, Ying and Zhu, Song-Chun},
title = {Mining Object Parts From CNNs via Active Question-Answering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Multi-Way Multi-Level Kernel Modeling for Neuroimaging Classification
Lifang He,
Chun-Ta Lu,
Hao Ding,
Shen Wang,
Linlin Shen,
Philip S. Yu,
Ann B. Ragin
[pdf]
[bibtex]
@InProceedings{He_2017_CVPR,
author = {He, Lifang and Lu, Chun-Ta and Ding, Hao and Wang, Shen and Shen, Linlin and Yu, Philip S. and Ragin, Ann B.},
title = {Multi-Way Multi-Level Kernel Modeling for Neuroimaging Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Low-Rank Bilinear Pooling for Fine-Grained Classification
Shu Kong,
Charless Fowlkes
[pdf]
[bibtex]
@InProceedings{Kong_2017_CVPR,
author = {Kong, Shu and Fowlkes, Charless},
title = {Low-Rank Bilinear Pooling for Fine-Grained Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning
Jiasen Lu,
Caiming Xiong,
Devi Parikh,
Richard Socher
[pdf]
[bibtex]
@InProceedings{Lu_2017_CVPR,
author = {Lu, Jiasen and Xiong, Caiming and Parikh, Devi and Socher, Richard},
title = {Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Deep Context-Aware Features Over Body and Latent Parts for Person Re-Identification
Dangwei Li,
Xiaotang Chen,
Zhang Zhang,
Kaiqi Huang
[pdf] [supp]
[bibtex]
@InProceedings{Li_2017_CVPR,
author = {Li, Dangwei and Chen, Xiaotang and Zhang, Zhang and Huang, Kaiqi},
title = {Learning Deep Context-Aware Features Over Body and Latent Parts for Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Turning an Urban Scene Video Into a Cinemagraph
Hang Yan,
Yebin Liu,
Yasutaka Furukawa
[pdf] [supp]
[bibtex]
@InProceedings{Yan_2017_CVPR,
author = {Yan, Hang and Liu, Yebin and Furukawa, Yasutaka},
title = {Turning an Urban Scene Video Into a Cinemagraph},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification
Weihua Chen,
Xiaotang Chen,
Jianguo Zhang,
Kaiqi Huang
[pdf]
[bibtex]
@InProceedings{Chen_2017_CVPR,
author = {Chen, Weihua and Chen, Xiaotang and Zhang, Jianguo and Huang, Kaiqi},
title = {Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Surveillance Video Parsing With Single Frame Supervision
Si Liu,
Changhu Wang,
Ruihe Qian,
Han Yu,
Renda Bao,
Yao Sun
[pdf]
[bibtex]
@InProceedings{Liu_2017_CVPR,
author = {Liu, Si and Wang, Changhu and Qian, Ruihe and Yu, Han and Bao, Renda and Sun, Yao},
title = {Surveillance Video Parsing With Single Frame Supervision},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Semantically Coherent Co-Segmentation and Reconstruction of Dynamic Scenes
Armin Mustafa,
Adrian Hilton
[pdf] [supp]
[bibtex]
@InProceedings{Mustafa_2017_CVPR,
author = {Mustafa, Armin and Hilton, Adrian},
title = {Semantically Coherent Co-Segmentation and Reconstruction of Dynamic Scenes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Transition Forests: Learning Discriminative Temporal Transitions for Action Recognition and Detection
Guillermo Garcia-Hernando,
Tae-Kyun Kim
[pdf]
[bibtex]
@InProceedings{Garcia-Hernando_2017_CVPR,
author = {Garcia-Hernando, Guillermo and Kim, Tae-Kyun},
title = {Transition Forests: Learning Discriminative Temporal Transitions for Action Recognition and Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Pixelwise Instance Segmentation With a Dynamically Instantiated Network
Anurag Arnab,
Philip H. S. Torr
[pdf] [supp]
[bibtex]
@InProceedings{Arnab_2017_CVPR,
author = {Arnab, Anurag and Torr, Philip H. S.},
title = {Pixelwise Instance Segmentation With a Dynamically Instantiated Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Video Propagation Networks
Varun Jampani,
Raghudeep Gadde,
Peter V. Gehler
[pdf] [supp]
[bibtex]
@InProceedings{Jampani_2017_CVPR,
author = {Jampani, Varun and Gadde, Raghudeep and Gehler, Peter V.},
title = {Video Propagation Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Global Hypothesis Generation for 6D Object Pose Estimation
Frank Michel,
Alexander Kirillov,
Eric Brachmann,
Alexander Krull,
Stefan Gumhold,
Bogdan Savchynskyy,
Carsten Rother
[pdf]
[bibtex]
@InProceedings{Michel_2017_CVPR,
author = {Michel, Frank and Kirillov, Alexander and Brachmann, Eric and Krull, Alexander and Gumhold, Stefan and Savchynskyy, Bogdan and Rother, Carsten},
title = {Global Hypothesis Generation for 6D Object Pose Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Dilated Residual Networks
Fisher Yu,
Vladlen Koltun,
Thomas Funkhouser
[pdf]
[bibtex]
@InProceedings{Yu_2017_CVPR,
author = {Yu, Fisher and Koltun, Vladlen and Funkhouser, Thomas},
title = {Dilated Residual Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Robust Interpolation of Correspondences for Large Displacement Optical Flow
Yinlin Hu,
Yunsong Li,
Rui Song
[pdf]
[bibtex]
@InProceedings{Hu_2017_CVPR,
author = {Hu, Yinlin and Li, Yunsong and Song, Rui},
title = {Robust Interpolation of Correspondences for Large Displacement Optical Flow},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Supervising Neural Attention Models for Video Captioning by Human Gaze Data
Youngjae Yu,
Jongwook Choi,
Yeonhwa Kim,
Kyung Yoo,
Sang-Hun Lee,
Gunhee Kim
[pdf]
[bibtex]
@InProceedings{Yu_2017_CVPR,
author = {Yu, Youngjae and Choi, Jongwook and Kim, Yeonhwa and Yoo, Kyung and Lee, Sang-Hun and Kim, Gunhee},
title = {Supervising Neural Attention Models for Video Captioning by Human Gaze Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks
Hongsong Wang,
Liang Wang
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Hongsong and Wang, Liang},
title = {Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Self-Learning Scene-Specific Pedestrian Detectors Using a Progressive Latent Model
Qixiang Ye,
Tianliang Zhang,
Wei Ke,
Qiang Qiu,
Jie Chen,
Guillermo Sapiro,
Baochang Zhang
[pdf]
[bibtex]
@InProceedings{Ye_2017_CVPR,
author = {Ye, Qixiang and Zhang, Tianliang and Ke, Wei and Qiu, Qiang and Chen, Jie and Sapiro, Guillermo and Zhang, Baochang},
title = {Self-Learning Scene-Specific Pedestrian Detectors Using a Progressive Latent Model},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Oriented Response Networks
Yanzhao Zhou,
Qixiang Ye,
Qiang Qiu,
Jianbin Jiao
[pdf]
[bibtex]
@InProceedings{Zhou_2017_CVPR,
author = {Zhou, Yanzhao and Ye, Qixiang and Qiu, Qiang and Jiao, Jianbin},
title = {Oriented Response Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Video Acceleration Magnification
Yichao Zhang,
Silvia L. Pintea,
Jan C. van Gemert
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Yichao and Pintea, Silvia L. and van Gemert, Jan C.},
title = {Video Acceleration Magnification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

IRINA: Iris Recognition (Even) in Inaccurately Segmented Data
Hugo Proenca,
Joao C. Neves
[pdf]
[bibtex]
@InProceedings{Proenca_2017_CVPR,
author = {Proenca, Hugo and Neves, Joao C.},
title = {IRINA: Iris Recognition (Even) in Inaccurately Segmented Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Forecasting Human Dynamics From Static Images
Yu-Wei Chao,
Jimei Yang,
Brian Price,
Scott Cohen,
Jia Deng
[pdf] [supp]
[bibtex]
@InProceedings{Chao_2017_CVPR,
author = {Chao, Yu-Wei and Yang, Jimei and Price, Brian and Cohen, Scott and Deng, Jia},
title = {Forecasting Human Dynamics From Static Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Discriminative Bimodal Networks for Visual Localization and Detection With Natural Language Queries
Yuting Zhang,
Luyao Yuan,
Yijie Guo,
Zhiyuan He,
I-An Huang,
Honglak Lee
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Yuting and Yuan, Luyao and Guo, Yijie and He, Zhiyuan and Huang, I-An and Lee, Honglak},
title = {Discriminative Bimodal Networks for Visual Localization and Detection With Natural Language Queries},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Linear Extrinsic Calibration of Kaleidoscopic Imaging System From Single 3D Point
Kosuke Takahashi,
Akihiro Miyata,
Shohei Nobuhara,
Takashi Matsuyama
[pdf]
[bibtex]
@InProceedings{Takahashi_2017_CVPR,
author = {Takahashi, Kosuke and Miyata, Akihiro and Nobuhara, Shohei and Matsuyama, Takashi},
title = {A Linear Extrinsic Calibration of Kaleidoscopic Imaging System From Single 3D Point},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Efficient Multiple Instance Metric Learning Using Weakly Supervised Data
Marc T. Law,
Yaoliang Yu,
Raquel Urtasun,
Richard S. Zemel,
Eric P. Xing
[pdf] [supp]
[bibtex]
@InProceedings{Law_2017_CVPR,
author = {Law, Marc T. and Yu, Yaoliang and Urtasun, Raquel and Zemel, Richard S. and Xing, Eric P.},
title = {Efficient Multiple Instance Metric Learning Using Weakly Supervised Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Asynchronous Temporal Fields for Action Recognition
Gunnar A. Sigurdsson,
Santosh Divvala,
Ali Farhadi,
Abhinav Gupta
[pdf] [supp]
[bibtex]
@InProceedings{Sigurdsson_2017_CVPR,
author = {Sigurdsson, Gunnar A. and Divvala, Santosh and Farhadi, Ali and Gupta, Abhinav},
title = {Asynchronous Temporal Fields for Action Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Scene Flow to Action Map: A New Representation for RGB-D Based Action Recognition With Convolutional Neural Networks
Pichao Wang,
Wanqing Li,
Zhimin Gao,
Yuyao Zhang,
Chang Tang,
Philip Ogunbona
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Pichao and Li, Wanqing and Gao, Zhimin and Zhang, Yuyao and Tang, Chang and Ogunbona, Philip},
title = {Scene Flow to Action Map: A New Representation for RGB-D Based Action Recognition With Convolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Point Set Generation Network for 3D Object Reconstruction From a Single Image
Haoqiang Fan,
Hao Su,
Leonidas J. Guibas
[pdf] [supp]
[bibtex]
@InProceedings{Fan_2017_CVPR,
author = {Fan, Haoqiang and Su, Hao and Guibas, Leonidas J.},
title = {A Point Set Generation Network for 3D Object Reconstruction From a Single Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Automatic Discovery, Association Estimation and Learning of Semantic Attributes for a Thousand Categories
Ziad Al-Halah,
Rainer Stiefelhagen
[pdf] [supp]
[bibtex]
@InProceedings{Al-Halah_2017_CVPR,
author = {Al-Halah, Ziad and Stiefelhagen, Rainer},
title = {Automatic Discovery, Association Estimation and Learning of Semantic Attributes for a Thousand Categories},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution
Wei-Sheng Lai,
Jia-Bin Huang,
Narendra Ahuja,
Ming-Hsuan Yang
[pdf]
[bibtex]
@InProceedings{Lai_2017_CVPR,
author = {Lai, Wei-Sheng and Huang, Jia-Bin and Ahuja, Narendra and Yang, Ming-Hsuan},
title = {Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Scene Parsing Through ADE20K Dataset
Bolei Zhou,
Hang Zhao,
Xavier Puig,
Sanja Fidler,
Adela Barriuso,
Antonio Torralba
[pdf]
[bibtex]
@InProceedings{Zhou_2017_CVPR,
author = {Zhou, Bolei and Zhao, Hang and Puig, Xavier and Fidler, Sanja and Barriuso, Adela and Torralba, Antonio},
title = {Scene Parsing Through ADE20K Dataset},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation
Thibaut Durand,
Taylor Mordan,
Nicolas Thome,
Matthieu Cord
[pdf] [supp]
[bibtex]
@InProceedings{Durand_2017_CVPR,
author = {Durand, Thibaut and Mordan, Taylor and Thome, Nicolas and Cord, Matthieu},
title = {WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
Charles R. Qi,
Hao Su,
Kaichun Mo,
Leonidas J. Guibas
[pdf] [supp]
[bibtex]
@InProceedings{Qi_2017_CVPR,
author = {Qi, Charles R. and Su, Hao and Mo, Kaichun and Guibas, Leonidas J.},
title = {PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space
Yurun Tian,
Bin Fan,
Fuchao Wu
[pdf]
[bibtex]
@InProceedings{Tian_2017_CVPR,
author = {Tian, Yurun and Fan, Bin and Wu, Fuchao},
title = {L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Video Frame Interpolation via Adaptive Convolution
Simon Niklaus,
Long Mai,
Feng Liu
[pdf]
[bibtex]
@InProceedings{Niklaus_2017_CVPR,
author = {Niklaus, Simon and Mai, Long and Liu, Feng},
title = {Video Frame Interpolation via Adaptive Convolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Crossing Nets: Combining GANs and VAEs With a Shared Latent Space for Hand Pose Estimation
Chengde Wan,
Thomas Probst,
Luc Van Gool,
Angela Yao
[pdf]
[bibtex]
@InProceedings{Wan_2017_CVPR,
author = {Wan, Chengde and Probst, Thomas and Van Gool, Luc and Yao, Angela},
title = {Crossing Nets: Combining GANs and VAEs With a Shared Latent Space for Hand Pose Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Attention-Aware Face Hallucination via Deep Reinforcement Learning
Qingxing Cao,
Liang Lin,
Yukai Shi,
Xiaodan Liang,
Guanbin Li
[pdf]
[bibtex]
@InProceedings{Cao_2017_CVPR,
author = {Cao, Qingxing and Lin, Liang and Shi, Yukai and Liang, Xiaodan and Li, Guanbin},
title = {Attention-Aware Face Hallucination via Deep Reinforcement Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Neural Scene De-Rendering
Jiajun Wu,
Joshua B. Tenenbaum,
Pushmeet Kohli
[pdf]
[bibtex]
@InProceedings{Wu_2017_CVPR,
author = {Wu, Jiajun and Tenenbaum, Joshua B. and Kohli, Pushmeet},
title = {Neural Scene De-Rendering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep TEN: Texture Encoding Network
Hang Zhang,
Jia Xue,
Kristin Dana
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Hang and Xue, Jia and Dana, Kristin},
title = {Deep TEN: Texture Encoding Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

PolyNet: A Pursuit of Structural Diversity in Very Deep Networks
Xingcheng Zhang,
Zhizhong Li,
Chen Change Loy,
Dahua Lin
[pdf]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Xingcheng and Li, Zhizhong and Change Loy, Chen and Lin, Dahua},
title = {PolyNet: A Pursuit of Structural Diversity in Very Deep Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Object Detection in Videos With Tubelet Proposal Networks
Kai Kang,
Hongsheng Li,
Tong Xiao,
Wanli Ouyang,
Junjie Yan,
Xihui Liu,
Xiaogang Wang
[pdf]
[bibtex]
@InProceedings{Kang_2017_CVPR,
author = {Kang, Kai and Li, Hongsheng and Xiao, Tong and Ouyang, Wanli and Yan, Junjie and Liu, Xihui and Wang, Xiaogang},
title = {Object Detection in Videos With Tubelet Proposal Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

AMVH: Asymmetric Multi-Valued Hashing
Cheng Da,
Shibiao Xu,
Kun Ding,
Gaofeng Meng,
Shiming Xiang,
Chunhong Pan
[pdf]
[bibtex]
@InProceedings{Da_2017_CVPR,
author = {Da, Cheng and Xu, Shibiao and Ding, Kun and Meng, Gaofeng and Xiang, Shiming and Pan, Chunhong},
title = {AMVH: Asymmetric Multi-Valued Hashing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Real-Time 3D Model Tracking in Color and Depth on a Single CPU Core
Wadim Kehl,
Federico Tombari,
Slobodan Ilic,
Nassir Navab
[pdf]
[bibtex]
@InProceedings{Kehl_2017_CVPR,
author = {Kehl, Wadim and Tombari, Federico and Ilic, Slobodan and Navab, Nassir},
title = {Real-Time 3D Model Tracking in Color and Depth on a Single CPU Core},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Weakly Supervised Action Learning With RNN Based Fine-To-Coarse Modeling
Alexander Richard,
Hilde Kuehne,
Juergen Gall
[pdf]
[bibtex]
@InProceedings{Richard_2017_CVPR,
author = {Richard, Alexander and Kuehne, Hilde and Gall, Juergen},
title = {Weakly Supervised Action Learning With RNN Based Fine-To-Coarse Modeling},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Differential Angular Imaging for Material Recognition
Jia Xue,
Hang Zhang,
Kristin Dana,
Ko Nishino
[pdf]
[bibtex]
@InProceedings{Xue_2017_CVPR,
author = {Xue, Jia and Zhang, Hang and Dana, Kristin and Nishino, Ko},
title = {Differential Angular Imaging for Material Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Forecasting Interactive Dynamics of Pedestrians With Fictitious Play
Wei-Chiu Ma,
De-An Huang,
Namhoon Lee,
Kris M. Kitani
[pdf]
[bibtex]
@InProceedings{Ma_2017_CVPR,
author = {Ma, Wei-Chiu and Huang, De-An and Lee, Namhoon and Kitani, Kris M.},
title = {Forecasting Interactive Dynamics of Pedestrians With Fictitious Play},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Real-Time Neural Style Transfer for Videos
Haozhi Huang,
Hao Wang,
Wenhan Luo,
Lin Ma,
Wenhao Jiang,
Xiaolong Zhu,
Zhifeng Li,
Wei Liu
[pdf] [supp]
[bibtex]
@InProceedings{Huang_2017_CVPR,
author = {Huang, Haozhi and Wang, Hao and Luo, Wenhan and Ma, Lin and Jiang, Wenhao and Zhu, Xiaolong and Li, Zhifeng and Liu, Wei},
title = {Real-Time Neural Style Transfer for Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Incremental Kernel Null Space Discriminant Analysis for Novelty Detection
Juncheng Liu,
Zhouhui Lian,
Yi Wang,
Jianguo Xiao
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2017_CVPR,
author = {Liu, Juncheng and Lian, Zhouhui and Wang, Yi and Xiao, Jianguo},
title = {Incremental Kernel Null Space Discriminant Analysis for Novelty Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Self-Calibration-Based Approach to Critical Motion Sequences of Rolling-Shutter Structure From Motion
Eisuke Ito,
Takayuki Okatani
[pdf]
[bibtex]
@InProceedings{Ito_2017_CVPR,
author = {Ito, Eisuke and Okatani, Takayuki},
title = {Self-Calibration-Based Approach to Critical Motion Sequences of Rolling-Shutter Structure From Motion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Recurrent 3D Pose Sequence Machines
Mude Lin,
Liang Lin,
Xiaodan Liang,
Keze Wang,
Hui Cheng
[pdf]
[bibtex]
@InProceedings{Lin_2017_CVPR,
author = {Lin, Mude and Lin, Liang and Liang, Xiaodan and Wang, Keze and Cheng, Hui},
title = {Recurrent 3D Pose Sequence Machines},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Efficient Solvers for Minimal Problems by Syzygy-Based Reduction
Viktor Larsson,
Kalle Astrom,
Magnus Oskarsson
[pdf]
[bibtex]
@InProceedings{Larsson_2017_CVPR,
author = {Larsson, Viktor and Astrom, Kalle and Oskarsson, Magnus},
title = {Efficient Solvers for Minimal Problems by Syzygy-Based Reduction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Conditional Similarity Networks
Andreas Veit,
Serge Belongie,
Theofanis Karaletsos
[pdf]
[bibtex]
@InProceedings{Veit_2017_CVPR,
author = {Veit, Andreas and Belongie, Serge and Karaletsos, Theofanis},
title = {Conditional Similarity Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning From Noisy Large-Scale Datasets With Minimal Supervision
Andreas Veit,
Neil Alldrin,
Gal Chechik,
Ivan Krasin,
Abhinav Gupta,
Serge Belongie
[pdf]
[bibtex]
@InProceedings{Veit_2017_CVPR,
author = {Veit, Andreas and Alldrin, Neil and Chechik, Gal and Krasin, Ivan and Gupta, Abhinav and Belongie, Serge},
title = {Learning From Noisy Large-Scale Datasets With Minimal Supervision},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection
Xiaodan Liang,
Lisa Lee,
Eric P. Xing
[pdf]
[bibtex]
@InProceedings{Liang_2017_CVPR,
author = {Liang, Xiaodan and Lee, Lisa and Xing, Eric P.},
title = {Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Convolutional Random Walk Networks for Semantic Image Segmentation
Gedas Bertasius,
Lorenzo Torresani,
Stella X. Yu,
Jianbo Shi
[pdf]
[bibtex]
@InProceedings{Bertasius_2017_CVPR,
author = {Bertasius, Gedas and Torresani, Lorenzo and Yu, Stella X. and Shi, Jianbo},
title = {Convolutional Random Walk Networks for Semantic Image Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Predicting Ground-Level Scene Layout From Aerial Imagery
Menghua Zhai,
Zachary Bessinger,
Scott Workman,
Nathan Jacobs
[pdf] [supp]
[bibtex]
@InProceedings{Zhai_2017_CVPR,
author = {Zhai, Menghua and Bessinger, Zachary and Workman, Scott and Jacobs, Nathan},
title = {Predicting Ground-Level Scene Layout From Aerial Imagery},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Simple Does It: Weakly Supervised Instance and Semantic Segmentation
Anna Khoreva,
Rodrigo Benenson,
Jan Hosang,
Matthias Hein,
Bernt Schiele
[pdf] [supp]
[bibtex]
@InProceedings{Khoreva_2017_CVPR,
author = {Khoreva, Anna and Benenson, Rodrigo and Hosang, Jan and Hein, Matthias and Schiele, Bernt},
title = {Simple Does It: Weakly Supervised Instance and Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Fast Fourier Color Constancy
Jonathan T. Barron,
Yun-Ta Tsai
[pdf] [supp]
[bibtex]
@InProceedings{Barron_2017_CVPR,
author = {Barron, Jonathan T. and Tsai, Yun-Ta},
title = {Fast Fourier Color Constancy},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Attend to You: Personalized Image Captioning With Context Sequence Memory Networks
Cesc Chunseong Park,
Byeongchang Kim,
Gunhee Kim
[pdf]
[bibtex]
@InProceedings{Park_2017_CVPR,
author = {Chunseong Park, Cesc and Kim, Byeongchang and Kim, Gunhee},
title = {Attend to You: Personalized Image Captioning With Context Sequence Memory Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Scalable Surface Reconstruction From Point Clouds With Extreme Scale and Density Diversity
Christian Mostegel,
Rudolf Prettenthaler,
Friedrich Fraundorfer,
Horst Bischof
[pdf]
[bibtex]
@InProceedings{Mostegel_2017_CVPR,
author = {Mostegel, Christian and Prettenthaler, Rudolf and Fraundorfer, Friedrich and Bischof, Horst},
title = {Scalable Surface Reconstruction From Point Clouds With Extreme Scale and Density Diversity},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Weakly Supervised Cascaded Convolutional Networks
Ali Diba,
Vivek Sharma,
Ali Pazandeh,
Hamed Pirsiavash,
Luc Van Gool
[pdf]
[bibtex]
@InProceedings{Diba_2017_CVPR,
author = {Diba, Ali and Sharma, Vivek and Pazandeh, Ali and Pirsiavash, Hamed and Van Gool, Luc},
title = {Weakly Supervised Cascaded Convolutional Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Exclusivity-Consistency Regularized Multi-View Subspace Clustering
Xiaobo Wang,
Xiaojie Guo,
Zhen Lei,
Changqing Zhang,
Stan Z. Li
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Xiaobo and Guo, Xiaojie and Lei, Zhen and Zhang, Changqing and Li, Stan Z.},
title = {Exclusivity-Consistency Regularized Multi-View Subspace Clustering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Look Into Person: Self-Supervised Structure-Sensitive Learning and a New Benchmark for Human Parsing
Ke Gong,
Xiaodan Liang,
Dongyu Zhang,
Xiaohui Shen,
Liang Lin
[pdf]
[bibtex]
@InProceedings{Gong_2017_CVPR,
author = {Gong, Ke and Liang, Xiaodan and Zhang, Dongyu and Shen, Xiaohui and Lin, Liang},
title = {Look Into Person: Self-Supervised Structure-Sensitive Learning and a New Benchmark for Human Parsing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Semi-Calibrated Near Field Photometric Stereo
Fotios Logothetis,
Roberto Mecca,
Roberto Cipolla
[pdf] [supp]
[bibtex]
@InProceedings{Logothetis_2017_CVPR,
author = {Logothetis, Fotios and Mecca, Roberto and Cipolla, Roberto},
title = {Semi-Calibrated Near Field Photometric Stereo},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Finding Tiny Faces
Peiyun Hu,
Deva Ramanan
[pdf] [supp]
[bibtex]
@InProceedings{Hu_2017_CVPR,
author = {Hu, Peiyun and Ramanan, Deva},
title = {Finding Tiny Faces},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Visual-Inertial-Semantic Scene Representation for 3D Object Detection
Jingming Dong,
Xiaohan Fei,
Stefano Soatto
[pdf]
[bibtex]
@InProceedings{Dong_2017_CVPR,
author = {Dong, Jingming and Fei, Xiaohan and Soatto, Stefano},
title = {Visual-Inertial-Semantic Scene Representation for 3D Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

ActionVLAD: Learning Spatio-Temporal Aggregation for Action Classification
Rohit Girdhar,
Deva Ramanan,
Abhinav Gupta,
Josef Sivic,
Bryan Russell
[pdf]
[bibtex]
@InProceedings{Girdhar_2017_CVPR,
author = {Girdhar, Rohit and Ramanan, Deva and Gupta, Abhinav and Sivic, Josef and Russell, Bryan},
title = {ActionVLAD: Learning Spatio-Temporal Aggregation for Action Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Predictive-Corrective Networks for Action Detection
Achal Dave,
Olga Russakovsky,
Deva Ramanan
[pdf]
[bibtex]
@InProceedings{Dave_2017_CVPR,
author = {Dave, Achal and Russakovsky, Olga and Ramanan, Deva},
title = {Predictive-Corrective Networks for Action Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

FastMask: Segment Multi-Scale Object Candidates in One Shot
Hexiang Hu,
Shiyi Lan,
Yuning Jiang,
Zhimin Cao,
Fei Sha
[pdf] [supp]
[bibtex]
@InProceedings{Hu_2017_CVPR,
author = {Hu, Hexiang and Lan, Shiyi and Jiang, Yuning and Cao, Zhimin and Sha, Fei},
title = {FastMask: Segment Multi-Scale Object Candidates in One Shot},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Combinatorial Solution to Non-Rigid 3D Shape-To-Image Matching
Florian Bernard,
Frank R. Schmidt,
Johan Thunberg,
Daniel Cremers
[pdf]
[bibtex]
@InProceedings{Bernard_2017_CVPR,
author = {Bernard, Florian and Schmidt, Frank R. and Thunberg, Johan and Cremers, Daniel},
title = {A Combinatorial Solution to Non-Rigid 3D Shape-To-Image Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Interpretable Structure-Evolving LSTM
Xiaodan Liang,
Liang Lin,
Xiaohui Shen,
Jiashi Feng,
Shuicheng Yan,
Eric P. Xing
[pdf]
[bibtex]
@InProceedings{Liang_2017_CVPR,
author = {Liang, Xiaodan and Lin, Liang and Shen, Xiaohui and Feng, Jiashi and Yan, Shuicheng and Xing, Eric P.},
title = {Interpretable Structure-Evolving LSTM},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Generating the Future With Adversarial Transformers
Carl Vondrick,
Antonio Torralba
[pdf]
[bibtex]
@InProceedings{Vondrick_2017_CVPR,
author = {Vondrick, Carl and Torralba, Antonio},
title = {Generating the Future With Adversarial Transformers},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Budget-Aware Deep Semantic Video Segmentation
Behrooz Mahasseni,
Sinisa Todorovic,
Alan Fern
[pdf]
[bibtex]
@InProceedings{Mahasseni_2017_CVPR,
author = {Mahasseni, Behrooz and Todorovic, Sinisa and Fern, Alan},
title = {Budget-Aware Deep Semantic Video Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Spatially Adaptive Computation Time for Residual Networks
Michael Figurnov,
Maxwell D. Collins,
Yukun Zhu,
Li Zhang,
Jonathan Huang,
Dmitry Vetrov,
Ruslan Salakhutdinov
[pdf] [supp]
[bibtex]
@InProceedings{Figurnov_2017_CVPR,
author = {Figurnov, Michael and Collins, Maxwell D. and Zhu, Yukun and Zhang, Li and Huang, Jonathan and Vetrov, Dmitry and Salakhutdinov, Ruslan},
title = {Spatially Adaptive Computation Time for Residual Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Order-Preserving Wasserstein Distance for Sequence Matching
Bing Su,
Gang Hua
[pdf]
[bibtex]
@InProceedings{Su_2017_CVPR,
author = {Su, Bing and Hua, Gang},
title = {Order-Preserving Wasserstein Distance for Sequence Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction
Richard Zhang,
Phillip Isola,
Alexei A. Efros
[pdf]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Richard and Isola, Phillip and Efros, Alexei A.},
title = {Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

SRN: Side-output Residual Network for Object Symmetry Detection in the Wild
Wei Ke,
Jie Chen,
Jianbin Jiao,
Guoying Zhao,
Qixiang Ye
[pdf]
[bibtex]
@InProceedings{Ke_2017_CVPR,
author = {Ke, Wei and Chen, Jie and Jiao, Jianbin and Zhao, Guoying and Ye, Qixiang},
title = {SRN: Side-output Residual Network for Object Symmetry Detection in the Wild},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Spindle Net: Person Re-Identification With Human Body Region Guided Feature Decomposition and Fusion
Haiyu Zhao,
Maoqing Tian,
Shuyang Sun,
Jing Shao,
Junjie Yan,
Shuai Yi,
Xiaogang Wang,
Xiaoou Tang
[pdf]
[bibtex]
@InProceedings{Zhao_2017_CVPR,
author = {Zhao, Haiyu and Tian, Maoqing and Sun, Shuyang and Shao, Jing and Yan, Junjie and Yi, Shuai and Wang, Xiaogang and Tang, Xiaoou},
title = {Spindle Net: Person Re-Identification With Human Body Region Guided Feature Decomposition and Fusion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning
Weifeng Ge,
Yizhou Yu
[pdf]
[bibtex]
@InProceedings{Ge_2017_CVPR,
author = {Ge, Weifeng and Yu, Yizhou},
title = {Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Unified Embedding and Metric Learning for Zero-Exemplar Event Detection
Noureldien Hussein,
Efstratios Gavves,
Arnold W.M. Smeulders
[pdf]
[bibtex]
@InProceedings{Hussein_2017_CVPR,
author = {Hussein, Noureldien and Gavves, Efstratios and Smeulders, Arnold W.M.},
title = {Unified Embedding and Metric Learning for Zero-Exemplar Event Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Practical Method for Fully Automatic Intrinsic Camera Calibration Using Directionally Encoded Light
Mahdi Abbaspour Tehrani,
Thabo Beeler,
Anselm Grundhofer
[pdf] [supp]
[bibtex]
@InProceedings{Tehrani_2017_CVPR,
author = {Abbaspour Tehrani, Mahdi and Beeler, Thabo and Grundhofer, Anselm},
title = {A Practical Method for Fully Automatic Intrinsic Camera Calibration Using Directionally Encoded Light},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Modeling Relationships in Referential Expressions With Compositional Modular Networks
Ronghang Hu,
Marcus Rohrbach,
Jacob Andreas,
Trevor Darrell,
Kate Saenko
[pdf] [supp]
[bibtex]
@InProceedings{Hu_2017_CVPR,
author = {Hu, Ronghang and Rohrbach, Marcus and Andreas, Jacob and Darrell, Trevor and Saenko, Kate},
title = {Modeling Relationships in Referential Expressions With Compositional Modular Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Image-To-Image Translation With Conditional Adversarial Networks
Phillip Isola,
Jun-Yan Zhu,
Tinghui Zhou,
Alexei A. Efros
[pdf]
[bibtex]
@InProceedings{Isola_2017_CVPR,
author = {Isola, Phillip and Zhu, Jun-Yan and Zhou, Tinghui and Efros, Alexei A.},
title = {Image-To-Image Translation With Conditional Adversarial Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Counting Everyday Objects in Everyday Scenes
Prithvijit Chattopadhyay,
Ramakrishna Vedantam,
Ramprasaath R. Selvaraju,
Dhruv Batra,
Devi Parikh
[pdf]
[bibtex]
@InProceedings{Chattopadhyay_2017_CVPR,
author = {Chattopadhyay, Prithvijit and Vedantam, Ramakrishna and Selvaraju, Ramprasaath R. and Batra, Dhruv and Parikh, Devi},
title = {Counting Everyday Objects in Everyday Scenes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Hand Keypoint Detection in Single Images Using Multiview Bootstrapping
Tomas Simon,
Hanbyul Joo,
Iain Matthews,
Yaser Sheikh
[pdf]
[bibtex]
@InProceedings{Simon_2017_CVPR,
author = {Simon, Tomas and Joo, Hanbyul and Matthews, Iain and Sheikh, Yaser},
title = {Hand Keypoint Detection in Single Images Using Multiview Bootstrapping},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Knowledge Acquisition for Visual Question Answering via Iterative Querying
Yuke Zhu,
Joseph J. Lim,
Li Fei-Fei
[pdf]
[bibtex]
@InProceedings{Zhu_2017_CVPR,
author = {Zhu, Yuke and Lim, Joseph J. and Fei-Fei, Li},
title = {Knowledge Acquisition for Visual Question Answering via Iterative Querying},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Few-Shot Object Recognition From Machine-Labeled Web Images
Zhongwen Xu,
Linchao Zhu,
Yi Yang
[pdf]
[bibtex]
@InProceedings{Xu_2017_CVPR,
author = {Xu, Zhongwen and Zhu, Linchao and Yang, Yi},
title = {Few-Shot Object Recognition From Machine-Labeled Web Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions
Peng Wang,
Qi Wu,
Chunhua Shen,
Anton van den Hengel
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Peng and Wu, Qi and Shen, Chunhua and van den Hengel, Anton},
title = {The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Deep Binary Descriptor With Multi-Quantization
Yueqi Duan,
Jiwen Lu,
Ziwei Wang,
Jianjiang Feng,
Jie Zhou
[pdf]
[bibtex]
@InProceedings{Duan_2017_CVPR,
author = {Duan, Yueqi and Lu, Jiwen and Wang, Ziwei and Feng, Jianjiang and Zhou, Jie},
title = {Learning Deep Binary Descriptor With Multi-Quantization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Joint Discriminative Bayesian Dictionary and Classifier Learning
Naveed Akhtar,
Ajmal Mian,
Fatih Porikli
[pdf] [supp]
[bibtex]
@InProceedings{Akhtar_2017_CVPR,
author = {Akhtar, Naveed and Mian, Ajmal and Porikli, Fatih},
title = {Joint Discriminative Bayesian Dictionary and Classifier Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Graph Regularized Deep Neural Network for Unsupervised Image Representation Learning
Shijie Yang,
Liang Li,
Shuhui Wang,
Weigang Zhang,
Qingming Huang
[pdf]
[bibtex]
@InProceedings{Yang_2017_CVPR,
author = {Yang, Shijie and Li, Liang and Wang, Shuhui and Zhang, Weigang and Huang, Qingming},
title = {A Graph Regularized Deep Neural Network for Unsupervised Image Representation Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

HSfM: Hybrid Structure-from-Motion
Hainan Cui,
Xiang Gao,
Shuhan Shen,
Zhanyi Hu
[pdf] [supp]
[bibtex]
@InProceedings{Cui_2017_CVPR,
author = {Cui, Hainan and Gao, Xiang and Shen, Shuhan and Hu, Zhanyi},
title = {HSfM: Hybrid Structure-from-Motion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Perceptual Generative Adversarial Networks for Small Object Detection
Jianan Li,
Xiaodan Liang,
Yunchao Wei,
Tingfa Xu,
Jiashi Feng,
Shuicheng Yan
[pdf]
[bibtex]
@InProceedings{Li_2017_CVPR,
author = {Li, Jianan and Liang, Xiaodan and Wei, Yunchao and Xu, Tingfa and Feng, Jiashi and Yan, Shuicheng},
title = {Perceptual Generative Adversarial Networks for Small Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Roots: Improving CNN Efficiency With Hierarchical Filter Groups
Yani Ioannou,
Duncan Robertson,
Roberto Cipolla,
Antonio Criminisi
[pdf] [supp]
[bibtex]
@InProceedings{Ioannou_2017_CVPR,
author = {Ioannou, Yani and Robertson, Duncan and Cipolla, Roberto and Criminisi, Antonio},
title = {Deep Roots: Improving CNN Efficiency With Hierarchical Filter Groups},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Anti-Glare: Tightly Constrained Optimization for Eyeglass Reflection Removal
Tushar Sandhan,
Jin Young Choi
[pdf]
[bibtex]
@InProceedings{Sandhan_2017_CVPR,
author = {Sandhan, Tushar and Young Choi, Jin},
title = {Anti-Glare: Tightly Constrained Optimization for Eyeglass Reflection Removal},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Xception: Deep Learning With Depthwise Separable Convolutions
Francois Chollet
[pdf]
[bibtex]
@InProceedings{Chollet_2017_CVPR,
author = {Chollet, Francois},
title = {Xception: Deep Learning With Depthwise Separable Convolutions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Detailed Face Reconstruction From a Single Image
Elad Richardson,
Matan Sela,
Roy Or-El,
Ron Kimmel
[pdf] [supp]
[bibtex]
@InProceedings{Richardson_2017_CVPR,
author = {Richardson, Elad and Sela, Matan and Or-El, Roy and Kimmel, Ron},
title = {Learning Detailed Face Reconstruction From a Single Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Stereo-Based 3D Reconstruction of Dynamic Fluid Surfaces by Global Optimization
Yiming Qian,
Minglun Gong,
Yee-Hong Yang
[pdf]
[bibtex]
@InProceedings{Qian_2017_CVPR,
author = {Qian, Yiming and Gong, Minglun and Yang, Yee-Hong},
title = {Stereo-Based 3D Reconstruction of Dynamic Fluid Surfaces by Global Optimization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Video Deblurring for Hand-Held Cameras
Shuochen Su,
Mauricio Delbracio,
Jue Wang,
Guillermo Sapiro,
Wolfgang Heidrich,
Oliver Wang
[pdf] [supp]
[bibtex]
@InProceedings{Su_2017_CVPR,
author = {Su, Shuochen and Delbracio, Mauricio and Wang, Jue and Sapiro, Guillermo and Heidrich, Wolfgang and Wang, Oliver},
title = {Deep Video Deblurring for Hand-Held Cameras},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Accurate Optical Flow via Direct Cost Volume Processing
Jia Xu,
Rene Ranftl,
Vladlen Koltun
[pdf]
[bibtex]
@InProceedings{Xu_2017_CVPR,
author = {Xu, Jia and Ranftl, Rene and Koltun, Vladlen},
title = {Accurate Optical Flow via Direct Cost Volume Processing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Weakly Supervised Actor-Action Segmentation via Robust Multi-Task Ranking
Yan Yan,
Chenliang Xu,
Dawen Cai,
Jason J. Corso
[pdf]
[bibtex]
@InProceedings{Yan_2017_CVPR,
author = {Yan, Yan and Xu, Chenliang and Cai, Dawen and Corso, Jason J.},
title = {Weakly Supervised Actor-Action Segmentation via Robust Multi-Task Ranking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Feedback Networks
Amir R. Zamir,
Te-Lin Wu,
Lin Sun,
William B. Shen,
Bertram E. Shi,
Jitendra Malik,
Silvio Savarese
[pdf] [supp]
[bibtex]
@InProceedings{Zamir_2017_CVPR,
author = {Zamir, Amir R. and Wu, Te-Lin and Sun, Lin and Shen, William B. and Shi, Bertram E. and Malik, Jitendra and Savarese, Silvio},
title = {Feedback Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Re-Ranking Person Re-Identification With k-Reciprocal Encoding
Zhun Zhong,
Liang Zheng,
Donglin Cao,
Shaozi Li
[pdf]
[bibtex]
@InProceedings{Zhong_2017_CVPR,
author = {Zhong, Zhun and Zheng, Liang and Cao, Donglin and Li, Shaozi},
title = {Re-Ranking Person Re-Identification With k-Reciprocal Encoding},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Visual-Semantic Quantization for Efficient Image Retrieval
Yue Cao,
Mingsheng Long,
Jianmin Wang,
Shichen Liu
[pdf]
[bibtex]
@InProceedings{Cao_2017_CVPR,
author = {Cao, Yue and Long, Mingsheng and Wang, Jianmin and Liu, Shichen},
title = {Deep Visual-Semantic Quantization for Efficient Image Retrieval},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Sequential Person Recognition in Photo Albums With a Recurrent Network
Yao Li,
Guosheng Lin,
Bohan Zhuang,
Lingqiao Liu,
Chunhua Shen,
Anton van den Hengel
[pdf]
[bibtex]
@InProceedings{Li_2017_CVPR,
author = {Li, Yao and Lin, Guosheng and Zhuang, Bohan and Liu, Lingqiao and Shen, Chunhua and van den Hengel, Anton},
title = {Sequential Person Recognition in Photo Albums With a Recurrent Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

ViP-CNN: Visual Phrase Guided Convolutional Neural Network
Yikang Li,
Wanli Ouyang,
Xiaogang Wang,
Xiao'ou Tang
[pdf]
[bibtex]
@InProceedings{Li_2017_CVPR,
author = {Li, Yikang and Ouyang, Wanli and Wang, Xiaogang and Tang, Xiao'ou},
title = {ViP-CNN: Visual Phrase Guided Convolutional Neural Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Joint Rain Detection and Removal From a Single Image
Wenhan Yang,
Robby T. Tan,
Jiashi Feng,
Jiaying Liu,
Zongming Guo,
Shuicheng Yan
[pdf] [supp]
[bibtex]
@InProceedings{Yang_2017_CVPR,
author = {Yang, Wenhan and Tan, Robby T. and Feng, Jiashi and Liu, Jiaying and Guo, Zongming and Yan, Shuicheng},
title = {Deep Joint Rain Detection and Removal From a Single Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Person Re-Identification in the Wild
Liang Zheng,
Hengheng Zhang,
Shaoyan Sun,
Manmohan Chandraker,
Yi Yang,
Qi Tian
[pdf]
[bibtex]
@InProceedings{Zheng_2017_CVPR,
author = {Zheng, Liang and Zhang, Hengheng and Sun, Shaoyan and Chandraker, Manmohan and Yang, Yi and Tian, Qi},
title = {Person Re-Identification in the Wild},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Self-Taught Learning for Weakly Supervised Object Localization
Zequn Jie,
Yunchao Wei,
Xiaojie Jin,
Jiashi Feng,
Wei Liu
[pdf]
[bibtex]
@InProceedings{Jie_2017_CVPR,
author = {Jie, Zequn and Wei, Yunchao and Jin, Xiaojie and Feng, Jiashi and Liu, Wei},
title = {Deep Self-Taught Learning for Weakly Supervised Object Localization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

KillingFusion: Non-Rigid 3D Reconstruction Without Correspondences
Miroslava Slavcheva,
Maximilian Baust,
Daniel Cremers,
Slobodan Ilic
[pdf] [supp]
[bibtex]
@InProceedings{Slavcheva_2017_CVPR,
author = {Slavcheva, Miroslava and Baust, Maximilian and Cremers, Daniel and Ilic, Slobodan},
title = {KillingFusion: Non-Rigid 3D Reconstruction Without Correspondences},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Context-Aware Correlation Filter Tracking
Matthias Mueller,
Neil Smith,
Bernard Ghanem
[pdf] [supp]
[bibtex]
@InProceedings{Mueller_2017_CVPR,
author = {Mueller, Matthias and Smith, Neil and Ghanem, Bernard},
title = {Context-Aware Correlation Filter Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Missing Modalities Imputation via Cascaded Residual Autoencoder
Luan Tran,
Xiaoming Liu,
Jiayu Zhou,
Rong Jin
[pdf]
[bibtex]
@InProceedings{Tran_2017_CVPR,
author = {Tran, Luan and Liu, Xiaoming and Zhou, Jiayu and Jin, Rong},
title = {Missing Modalities Imputation via Cascaded Residual Autoencoder},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Disentangled Representation Learning GAN for Pose-Invariant Face Recognition
Luan Tran,
Xi Yin,
Xiaoming Liu
[pdf]
[bibtex]
@InProceedings{Tran_2017_CVPR,
author = {Tran, Luan and Yin, Xi and Liu, Xiaoming},
title = {Disentangled Representation Learning GAN for Pose-Invariant Face Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Discretely Coding Semantic Rank Orders for Supervised Image Hashing
Li Liu,
Ling Shao,
Fumin Shen,
Mengyang Yu
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2017_CVPR,
author = {Liu, Li and Shao, Ling and Shen, Fumin and Yu, Mengyang},
title = {Discretely Coding Semantic Rank Orders for Supervised Image Hashing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

NID-SLAM: Robust Monocular SLAM Using Normalised Information Distance
Geoffrey Pascoe,
Will Maddern,
Michael Tanner,
Pedro Pinies,
Paul Newman
[pdf] [supp]
[bibtex]
@InProceedings{Pascoe_2017_CVPR,
author = {Pascoe, Geoffrey and Maddern, Will and Tanner, Michael and Pinies, Pedro and Newman, Paul},
title = {NID-SLAM: Robust Monocular SLAM Using Normalised Information Distance},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Efficient Optimization for Hierarchically-structured Interacting Segments (HINTS)
Hossam Isack,
Olga Veksler,
Ipek Oguz,
Milan Sonka,
Yuri Boykov
[pdf]
[bibtex]
@InProceedings{Isack_2017_CVPR,
author = {Isack, Hossam and Veksler, Olga and Oguz, Ipek and Sonka, Milan and Boykov, Yuri},
title = {Efficient Optimization for Hierarchically-structured Interacting Segments (HINTS)},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

SCC: Semantic Context Cascade for Efficient Action Detection
Fabian Caba Heilbron,
Wayner Barrios,
Victor Escorcia,
Bernard Ghanem
[pdf]
[bibtex]
@InProceedings{Heilbron_2017_CVPR,
author = {Caba Heilbron, Fabian and Barrios, Wayner and Escorcia, Victor and Ghanem, Bernard},
title = {SCC: Semantic Context Cascade for Efficient Action Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Semantic Amodal Segmentation
Yan Zhu,
Yuandong Tian,
Dimitris Metaxas,
Piotr Dollar
[pdf]
[bibtex]
@InProceedings{Zhu_2017_CVPR,
author = {Zhu, Yan and Tian, Yuandong and Metaxas, Dimitris and Dollar, Piotr},
title = {Semantic Amodal Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Sequential Context Networks for Action Prediction
Yu Kong,
Zhiqiang Tao,
Yun Fu
[pdf]
[bibtex]
@InProceedings{Kong_2017_CVPR,
author = {Kong, Yu and Tao, Zhiqiang and Fu, Yun},
title = {Deep Sequential Context Networks for Action Prediction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Comparative Evaluation of Hand-Crafted and Learned Local Features
Johannes L. Schonberger,
Hans Hardmeier,
Torsten Sattler,
Marc Pollefeys
[pdf] [supp]
[bibtex]
@InProceedings{Schonberger_2017_CVPR,
author = {Schonberger, Johannes L. and Hardmeier, Hans and Sattler, Torsten and Pollefeys, Marc},
title = {Comparative Evaluation of Hand-Crafted and Learned Local Features},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Aggregated Residual Transformations for Deep Neural Networks
Saining Xie,
Ross Girshick,
Piotr Dollar,
Zhuowen Tu,
Kaiming He
[pdf]
[bibtex]
@InProceedings{Xie_2017_CVPR,
author = {Xie, Saining and Girshick, Ross and Dollar, Piotr and Tu, Zhuowen and He, Kaiming},
title = {Aggregated Residual Transformations for Deep Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Predicting Behaviors of Basketball Players From First Person Videos
Shan Su,
Jung Pyo Hong,
Jianbo Shi,
Hyun Soo Park
[pdf] [supp]
[bibtex]
@InProceedings{Su_2017_CVPR,
author = {Su, Shan and Pyo Hong, Jung and Shi, Jianbo and Soo Park, Hyun},
title = {Predicting Behaviors of Basketball Players From First Person Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Synthesizing 3D Shapes via Modeling Multi-View Depth Maps and Silhouettes With Deep Generative Networks
Amir Arsalan Soltani,
Haibin Huang,
Jiajun Wu,
Tejas D. Kulkarni,
Joshua B. Tenenbaum
[pdf]
[bibtex]
@InProceedings{Soltani_2017_CVPR,
author = {Arsalan Soltani, Amir and Huang, Haibin and Wu, Jiajun and Kulkarni, Tejas D. and Tenenbaum, Joshua B.},
title = {Synthesizing 3D Shapes via Modeling Multi-View Depth Maps and Silhouettes With Deep Generative Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Memory-Augmented Attribute Manipulation Networks for Interactive Fashion Search
Bo Zhao,
Jiashi Feng,
Xiao Wu,
Shuicheng Yan
[pdf]
[bibtex]
@InProceedings{Zhao_2017_CVPR,
author = {Zhao, Bo and Feng, Jiashi and Wu, Xiao and Yan, Shuicheng},
title = {Memory-Augmented Attribute Manipulation Networks for Interactive Fashion Search},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Spatiotemporal Pyramid Network for Video Action Recognition
Yunbo Wang,
Mingsheng Long,
Jianmin Wang,
Philip S. Yu
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Yunbo and Long, Mingsheng and Wang, Jianmin and Yu, Philip S.},
title = {Spatiotemporal Pyramid Network for Video Action Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Reconstructing Transient Images From Single-Photon Sensors
Matthew O'Toole,
Felix Heide,
David B. Lindell,
Kai Zang,
Steven Diamond,
Gordon Wetzstein
[pdf] [supp]
[bibtex]
@InProceedings{O'Toole_2017_CVPR,
author = {O'Toole, Matthew and Heide, Felix and Lindell, David B. and Zang, Kai and Diamond, Steven and Wetzstein, Gordon},
title = {Reconstructing Transient Images From Single-Photon Sensors},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network
Jinwei Gu,
Xiaodong Yang,
Shalini De Mello,
Jan Kautz
[pdf] [supp]
[bibtex]
@InProceedings{Gu_2017_CVPR,
author = {Gu, Jinwei and Yang, Xiaodong and De Mello, Shalini and Kautz, Jan},
title = {Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Polarimetric Multi-View Stereo
Zhaopeng Cui,
Jinwei Gu,
Boxin Shi,
Ping Tan,
Jan Kautz
[pdf] [supp]
[bibtex]
@InProceedings{Cui_2017_CVPR,
author = {Cui, Zhaopeng and Gu, Jinwei and Shi, Boxin and Tan, Ping and Kautz, Jan},
title = {Polarimetric Multi-View Stereo},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Object Region Mining With Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach
Yunchao Wei,
Jiashi Feng,
Xiaodan Liang,
Ming-Ming Cheng,
Yao Zhao,
Shuicheng Yan
[pdf]
[bibtex]
@InProceedings{Wei_2017_CVPR,
author = {Wei, Yunchao and Feng, Jiashi and Liang, Xiaodan and Cheng, Ming-Ming and Zhao, Yao and Yan, Shuicheng},
title = {Object Region Mining With Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

MIML-FCN+: Multi-Instance Multi-Label Learning via Fully Convolutional Networks With Privileged Information
Hao Yang,
Joey Tianyi Zhou,
Jianfei Cai,
Yew Soon Ong
[pdf]
[bibtex]
@InProceedings{Yang_2017_CVPR,
author = {Yang, Hao and Tianyi Zhou, Joey and Cai, Jianfei and Soon Ong, Yew},
title = {MIML-FCN+: Multi-Instance Multi-Label Learning via Fully Convolutional Networks With Privileged Information},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Benchmarking Denoising Algorithms With Real Photographs
Tobias Plotz,
Stefan Roth
[pdf] [supp]
[bibtex]
@InProceedings{Plotz_2017_CVPR,
author = {Plotz, Tobias and Roth, Stefan},
title = {Benchmarking Denoising Algorithms With Real Photographs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Dual Ascent Framework for Lagrangean Decomposition of Combinatorial Problems
Paul Swoboda,
Jan Kuske,
Bogdan Savchynskyy
[pdf] [supp]
[bibtex]
@InProceedings{Swoboda_2017_CVPR,
author = {Swoboda, Paul and Kuske, Jan and Savchynskyy, Bogdan},
title = {A Dual Ascent Framework for Lagrangean Decomposition of Combinatorial Problems},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Study of Lagrangean Decompositions and Dual Ascent Solvers for Graph Matching
Paul Swoboda,
Carsten Rother,
Hassan Abu Alhaija,
Dagmar Kainmuller,
Bogdan Savchynskyy
[pdf] [supp]
[bibtex]
@InProceedings{Swoboda_2017_CVPR,
author = {Swoboda, Paul and Rother, Carsten and Abu Alhaija, Hassan and Kainmuller, Dagmar and Savchynskyy, Bogdan},
title = {A Study of Lagrangean Decompositions and Dual Ascent Solvers for Graph Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Message Passing Algorithm for the Minimum Cost Multicut Problem
Paul Swoboda,
Bjoern Andres
[pdf] [supp]
[bibtex]
@InProceedings{Swoboda_2017_CVPR,
author = {Swoboda, Paul and Andres, Bjoern},
title = {A Message Passing Algorithm for the Minimum Cost Multicut Problem},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

From Zero-Shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis
Yang Long,
Li Liu,
Ling Shao,
Fumin Shen,
Guiguang Ding,
Jungong Han
[pdf]
[bibtex]
@InProceedings{Long_2017_CVPR,
author = {Long, Yang and Liu, Li and Shao, Ling and Shen, Fumin and Ding, Guiguang and Han, Jungong},
title = {From Zero-Shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Are Large-Scale 3D Models Really Necessary for Accurate Visual Localization?
Torsten Sattler,
Akihiko Torii,
Josef Sivic,
Marc Pollefeys,
Hajime Taira,
Masatoshi Okutomi,
Tomas Pajdla
[pdf]
[bibtex]
@InProceedings{Sattler_2017_CVPR,
author = {Sattler, Torsten and Torii, Akihiko and Sivic, Josef and Pollefeys, Marc and Taira, Hajime and Okutomi, Masatoshi and Pajdla, Tomas},
title = {Are Large-Scale 3D Models Really Necessary for Accurate Visual Localization?},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Global Context-Aware Attention LSTM Networks for 3D Action Recognition
Jun Liu,
Gang Wang,
Ping Hu,
Ling-Yu Duan,
Alex C. Kot
[pdf]
[bibtex]
@InProceedings{Liu_2017_CVPR,
author = {Liu, Jun and Wang, Gang and Hu, Ping and Duan, Ling-Yu and Kot, Alex C.},
title = {Global Context-Aware Attention LSTM Networks for 3D Action Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Hierarchical Boundary-Aware Neural Encoder for Video Captioning
Lorenzo Baraldi,
Costantino Grana,
Rita Cucchiara
[pdf] [supp]
[bibtex]
@InProceedings{Baraldi_2017_CVPR,
author = {Baraldi, Lorenzo and Grana, Costantino and Cucchiara, Rita},
title = {Hierarchical Boundary-Aware Neural Encoder for Video Captioning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Emotion Recognition in Context
Ronak Kosti,
Jose M. Alvarez,
Adria Recasens,
Agata Lapedriza
[pdf] [supp]
[bibtex]
@InProceedings{Kosti_2017_CVPR,
author = {Kosti, Ronak and Alvarez, Jose M. and Recasens, Adria and Lapedriza, Agata},
title = {Emotion Recognition in Context},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Learning of Human Visual Sensitivity in Image Quality Assessment Framework
Jongyoo Kim,
Sanghoon Lee
[pdf]
[bibtex]
@InProceedings{Kim_2017_CVPR,
author = {Kim, Jongyoo and Lee, Sanghoon},
title = {Deep Learning of Human Visual Sensitivity in Image Quality Assessment Framework},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Non-Lambertian Object Intrinsics Across ShapeNet Categories
Jian Shi,
Yue Dong,
Hao Su,
Stella X. Yu
[pdf] [supp]
[bibtex]
@InProceedings{Shi_2017_CVPR,
author = {Shi, Jian and Dong, Yue and Su, Hao and Yu, Stella X.},
title = {Learning Non-Lambertian Object Intrinsics Across ShapeNet Categories},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Collaborative Deep Reinforcement Learning for Joint Object Search
Xiangyu Kong,
Bo Xin,
Yizhou Wang,
Gang Hua
[pdf]
[bibtex]
@InProceedings{Kong_2017_CVPR,
author = {Kong, Xiangyu and Xin, Bo and Wang, Yizhou and Hua, Gang},
title = {Collaborative Deep Reinforcement Learning for Joint Object Search},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Automatic Understanding of Image and Video Advertisements
Zaeem Hussain,
Mingda Zhang,
Xiaozhong Zhang,
Keren Ye,
Christopher Thomas,
Zuha Agha,
Nathan Ong,
Adriana Kovashka
[pdf] [supp]
[bibtex]
@InProceedings{Hussain_2017_CVPR,
author = {Hussain, Zaeem and Zhang, Mingda and Zhang, Xiaozhong and Ye, Keren and Thomas, Christopher and Agha, Zuha and Ong, Nathan and Kovashka, Adriana},
title = {Automatic Understanding of Image and Video Advertisements},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

FFTLasso: Large-Scale LASSO in the Fourier Domain
Adel Bibi,
Hani Itani,
Bernard Ghanem
[pdf] [supp]
[bibtex]
@InProceedings{Bibi_2017_CVPR,
author = {Bibi, Adel and Itani, Hani and Ghanem, Bernard},
title = {FFTLasso: Large-Scale LASSO in the Fourier Domain},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Multi-Modal Mean-Fields via Cardinality-Based Clamping
Pierre Baque,
Francois Fleuret,
Pascal Fua
[pdf]
[bibtex]
@InProceedings{Baque_2017_CVPR,
author = {Baque, Pierre and Fleuret, Francois and Fua, Pascal},
title = {Multi-Modal Mean-Fields via Cardinality-Based Clamping},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Unified Approach of Multi-Scale Deep and Hand-Crafted Features for Defocus Estimation
Jinsun Park,
Yu-Wing Tai,
Donghyeon Cho,
In So Kweon
[pdf]
[bibtex]
@InProceedings{Park_2017_CVPR,
author = {Park, Jinsun and Tai, Yu-Wing and Cho, Donghyeon and So Kweon, In},
title = {A Unified Approach of Multi-Scale Deep and Hand-Crafted Features for Defocus Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Semantic Scene Completion From a Single Depth Image
Shuran Song,
Fisher Yu,
Andy Zeng,
Angel X. Chang,
Manolis Savva,
Thomas Funkhouser
[pdf] [supp]
[bibtex]
@InProceedings{Song_2017_CVPR,
author = {Song, Shuran and Yu, Fisher and Zeng, Andy and Chang, Angel X. and Savva, Manolis and Funkhouser, Thomas},
title = {Semantic Scene Completion From a Single Depth Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Fine-To-Coarse Global Registration of RGB-D Scans
Maciej Halber,
Thomas Funkhouser
[pdf]
[bibtex]
@InProceedings{Halber_2017_CVPR,
author = {Halber, Maciej and Funkhouser, Thomas},
title = {Fine-To-Coarse Global Registration of RGB-D Scans},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Universal Adversarial Perturbations
Seyed-Mohsen Moosavi-Dezfooli,
Alhussein Fawzi,
Omar Fawzi,
Pascal Frossard
[pdf] [supp]
[bibtex]
@InProceedings{Moosavi-Dezfooli_2017_CVPR,
author = {Moosavi-Dezfooli, Seyed-Mohsen and Fawzi, Alhussein and Fawzi, Omar and Frossard, Pascal},
title = {Universal Adversarial Perturbations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Saliency Revisited: Analysis of Mouse Movements Versus Fixations
Hamed R. Tavakoli,
Fawad Ahmed,
Ali Borji,
Jorma Laaksonen
[pdf]
[bibtex]
@InProceedings{Tavakoli_2017_CVPR,
author = {Tavakoli, Hamed R. and Ahmed, Fawad and Borji, Ali and Laaksonen, Jorma},
title = {Saliency Revisited: Analysis of Mouse Movements Versus Fixations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Online Summarization via Submodular and Convex Optimization
Ehsan Elhamifar,
M. Clara De Paolis Kaluza
[pdf]
[bibtex]
@InProceedings{Elhamifar_2017_CVPR,
author = {Elhamifar, Ehsan and Clara De Paolis Kaluza, M.},
title = {Online Summarization via Submodular and Convex Optimization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

From Red Wine to Red Tomato: Composition With Context
Ishan Misra,
Abhinav Gupta,
Martial Hebert
[pdf]
[bibtex]
@InProceedings{Misra_2017_CVPR,
author = {Misra, Ishan and Gupta, Abhinav and Hebert, Martial},
title = {From Red Wine to Red Tomato: Composition With Context},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

3DMatch: Learning Local Geometric Descriptors From RGB-D Reconstructions
Andy Zeng,
Shuran Song,
Matthias Niessner,
Matthew Fisher,
Jianxiong Xiao,
Thomas Funkhouser
[pdf] [supp]
[bibtex]
@InProceedings{Zeng_2017_CVPR,
author = {Zeng, Andy and Song, Shuran and Niessner, Matthias and Fisher, Matthew and Xiao, Jianxiong and Funkhouser, Thomas},
title = {3DMatch: Learning Local Geometric Descriptors From RGB-D Reconstructions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Superpixel-Based Tracking-By-Segmentation Using Markov Chains
Donghun Yeo,
Jeany Son,
Bohyung Han,
Joon Hee Han
[pdf]
[bibtex]
@InProceedings{Yeo_2017_CVPR,
author = {Yeo, Donghun and Son, Jeany and Han, Bohyung and Hee Han, Joon},
title = {Superpixel-Based Tracking-By-Segmentation Using Markov Chains},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Quad-Networks: Unsupervised Learning to Rank for Interest Point Detection
Nikolay Savinov,
Akihito Seki,
Lubor Ladicky,
Torsten Sattler,
Marc Pollefeys
[pdf]
[bibtex]
@InProceedings{Savinov_2017_CVPR,
author = {Savinov, Nikolay and Seki, Akihito and Ladicky, Lubor and Sattler, Torsten and Pollefeys, Marc},
title = {Quad-Networks: Unsupervised Learning to Rank for Interest Point Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Multi-Context Attention for Human Pose Estimation
Xiao Chu,
Wei Yang,
Wanli Ouyang,
Cheng Ma,
Alan L. Yuille,
Xiaogang Wang
[pdf]
[bibtex]
@InProceedings{Chu_2017_CVPR,
author = {Chu, Xiao and Yang, Wei and Ouyang, Wanli and Ma, Cheng and Yuille, Alan L. and Wang, Xiaogang},
title = {Multi-Context Attention for Human Pose Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Action Unit Detection With Region Adaptation, Multi-Labeling Learning and Optimal Temporal Fusing
Wei Li,
Farnaz Abtahi,
Zhigang Zhu
[pdf]
[bibtex]
@InProceedings{Li_2017_CVPR,
author = {Li, Wei and Abtahi, Farnaz and Zhu, Zhigang},
title = {Action Unit Detection With Region Adaptation, Multi-Labeling Learning and Optimal Temporal Fusing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Unsupervised Learning of Depth and Ego-Motion From Video
Tinghui Zhou,
Matthew Brown,
Noah Snavely,
David G. Lowe
[pdf]
[bibtex]
@InProceedings{Zhou_2017_CVPR,
author = {Zhou, Tinghui and Brown, Matthew and Snavely, Noah and Lowe, David G.},
title = {Unsupervised Learning of Depth and Ego-Motion From Video},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Joint Geometrical and Statistical Alignment for Visual Domain Adaptation
Jing Zhang,
Wanqing Li,
Philip Ogunbona
[pdf]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Jing and Li, Wanqing and Ogunbona, Philip},
title = {Joint Geometrical and Statistical Alignment for Visual Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Jointly Learning Energy Expenditures and Activities Using Egocentric Multimodal Signals
Katsuyuki Nakamura,
Serena Yeung,
Alexandre Alahi,
Li Fei-Fei
[pdf]
[bibtex]
@InProceedings{Nakamura_2017_CVPR,
author = {Nakamura, Katsuyuki and Yeung, Serena and Alahi, Alexandre and Fei-Fei, Li},
title = {Jointly Learning Energy Expenditures and Activities Using Egocentric Multimodal Signals},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Attend in Groups: A Weakly-Supervised Deep Learning Framework for Learning From Web Data
Bohan Zhuang,
Lingqiao Liu,
Yao Li,
Chunhua Shen,
Ian Reid
[pdf]
[bibtex]
@InProceedings{Zhuang_2017_CVPR,
author = {Zhuang, Bohan and Liu, Lingqiao and Li, Yao and Shen, Chunhua and Reid, Ian},
title = {Attend in Groups: A Weakly-Supervised Deep Learning Framework for Learning From Web Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

An Exact Penalty Method for Locally Convergent Maximum Consensus
Huu Le,
Tat-Jun Chin,
David Suter
[pdf]
[bibtex]
@InProceedings{Le_2017_CVPR,
author = {Le, Huu and Chin, Tat-Jun and Suter, David},
title = {An Exact Penalty Method for Locally Convergent Maximum Consensus},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

StyleBank: An Explicit Representation for Neural Image Style Transfer
Dongdong Chen,
Lu Yuan,
Jing Liao,
Nenghai Yu,
Gang Hua
[pdf]
[bibtex]
@InProceedings{Chen_2017_CVPR,
author = {Chen, Dongdong and Yuan, Lu and Liao, Jing and Yu, Nenghai and Hua, Gang},
title = {StyleBank: An Explicit Representation for Neural Image Style Transfer},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Multi-View 3D Object Detection Network for Autonomous Driving
Xiaozhi Chen,
Huimin Ma,
Ji Wan,
Bo Li,
Tian Xia
[pdf]
[bibtex]
@InProceedings{Chen_2017_CVPR,
author = {Chen, Xiaozhi and Ma, Huimin and Wan, Ji and Li, Bo and Xia, Tian},
title = {Multi-View 3D Object Detection Network for Autonomous Driving},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Weakly Supervised Dense Video Captioning
Zhiqiang Shen,
Jianguo Li,
Zhou Su,
Minjun Li,
Yurong Chen,
Yu-Gang Jiang,
Xiangyang Xue
[pdf] [supp]
[bibtex]
@InProceedings{Shen_2017_CVPR,
author = {Shen, Zhiqiang and Li, Jianguo and Su, Zhou and Li, Minjun and Chen, Yurong and Jiang, Yu-Gang and Xue, Xiangyang},
title = {Weakly Supervised Dense Video Captioning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation
Guosheng Lin,
Anton Milan,
Chunhua Shen,
Ian Reid
[pdf]
[bibtex]
@InProceedings{Lin_2017_CVPR,
author = {Lin, Guosheng and Milan, Anton and Shen, Chunhua and Reid, Ian},
title = {RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

General Models for Rational Cameras and the Case of Two-Slit Projections
Matthew Trager,
Bernd Sturmfels,
John Canny,
Martial Hebert,
Jean Ponce
[pdf] [supp]
[bibtex]
@InProceedings{Trager_2017_CVPR,
author = {Trager, Matthew and Sturmfels, Bernd and Canny, John and Hebert, Martial and Ponce, Jean},
title = {General Models for Rational Cameras and the Case of Two-Slit Projections},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach
Giorgio Patrini,
Alessandro Rozza,
Aditya Krishna Menon,
Richard Nock,
Lizhen Qu
[pdf]
[bibtex]
@InProceedings{Patrini_2017_CVPR,
author = {Patrini, Giorgio and Rozza, Alessandro and Krishna Menon, Aditya and Nock, Richard and Qu, Lizhen},
title = {Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRF
Falong Shen,
Rui Gan,
Shuicheng Yan,
Gang Zeng
[pdf]
[bibtex]
@InProceedings{Shen_2017_CVPR,
author = {Shen, Falong and Gan, Rui and Yan, Shuicheng and Zeng, Gang},
title = {Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRF},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Matching Prior Network: Toward Tighter Multi-Oriented Text Detection
Yuliang Liu,
Lianwen Jin
[pdf]
[bibtex]
@InProceedings{Liu_2017_CVPR,
author = {Liu, Yuliang and Jin, Lianwen},
title = {Deep Matching Prior Network: Toward Tighter Multi-Oriented Text Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Person Search With Natural Language Description
Shuang Li,
Tong Xiao,
Hongsheng Li,
Bolei Zhou,
Dayu Yue,
Xiaogang Wang
[pdf]
[bibtex]
@InProceedings{Li_2017_CVPR,
author = {Li, Shuang and Xiao, Tong and Li, Hongsheng and Zhou, Bolei and Yue, Dayu and Wang, Xiaogang},
title = {Person Search With Natural Language Description},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Analyzing Computer Vision Data - The Good, the Bad and the Ugly
Oliver Zendel,
Katrin Honauer,
Markus Murschitz,
Martin Humenberger,
Gustavo Fernandez Dominguez
[pdf] [supp]
[bibtex]
@InProceedings{Zendel_2017_CVPR,
author = {Zendel, Oliver and Honauer, Katrin and Murschitz, Markus and Humenberger, Martin and Fernandez Dominguez, Gustavo},
title = {Analyzing Computer Vision Data - The Good, the Bad and the Ugly},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation From Single Depth Images
Liuhao Ge,
Hui Liang,
Junsong Yuan,
Daniel Thalmann
[pdf] [supp]
[bibtex]
@InProceedings{Ge_2017_CVPR,
author = {Ge, Liuhao and Liang, Hui and Yuan, Junsong and Thalmann, Daniel},
title = {3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation From Single Depth Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

iCaRL: Incremental Classifier and Representation Learning
Sylvestre-Alvise Rebuffi,
Alexander Kolesnikov,
Georg Sperl,
Christoph H. Lampert
[pdf] [supp]
[bibtex]
@InProceedings{Rebuffi_2017_CVPR,
author = {Rebuffi, Sylvestre-Alvise and Kolesnikov, Alexander and Sperl, Georg and Lampert, Christoph H.},
title = {iCaRL: Incremental Classifier and Representation Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

PoseTrack: Joint Multi-Person Pose Estimation and Tracking
Umar Iqbal,
Anton Milan,
Juergen Gall
[pdf]
[bibtex]
@InProceedings{Iqbal_2017_CVPR,
author = {Iqbal, Umar and Milan, Anton and Gall, Juergen},
title = {PoseTrack: Joint Multi-Person Pose Estimation and Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning a Deep Embedding Model for Zero-Shot Learning
Li Zhang,
Tao Xiang,
Shaogang Gong
[pdf]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Li and Xiang, Tao and Gong, Shaogang},
title = {Learning a Deep Embedding Model for Zero-Shot Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

MCMLSD: A Dynamic Programming Approach to Line Segment Detection
Emilio J. Almazan,
Ron Tal,
Yiming Qian,
James H. Elder
[pdf] [supp]
[bibtex]
@InProceedings{Almazan_2017_CVPR,
author = {Almazan, Emilio J. and Tal, Ron and Qian, Yiming and Elder, James H.},
title = {MCMLSD: A Dynamic Programming Approach to Line Segment Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep MANTA: A Coarse-To-Fine Many-Task Network for Joint 2D and 3D Vehicle Analysis From Monocular Image
Florian Chabot,
Mohamed Chaouch,
Jaonary Rabarisoa,
Celine Teuliere,
Thierry Chateau
[pdf] [supp]
[bibtex]
@InProceedings{Chabot_2017_CVPR,
author = {Chabot, Florian and Chaouch, Mohamed and Rabarisoa, Jaonary and Teuliere, Celine and Chateau, Thierry},
title = {Deep MANTA: A Coarse-To-Fine Many-Task Network for Joint 2D and 3D Vehicle Analysis From Monocular Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning
Zhengming Ding,
Ming Shao,
Yun Fu
[pdf]
[bibtex]
@InProceedings{Ding_2017_CVPR,
author = {Ding, Zhengming and Shao, Ming and Fu, Yun},
title = {Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting
Mariano Tepper,
Guillermo Sapiro
[pdf]
[bibtex]
@InProceedings{Tepper_2017_CVPR,
author = {Tepper, Mariano and Sapiro, Guillermo},
title = {Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

BIND: Binary Integrated Net Descriptors for Texture-Less Object Recognition
Jacob Chan,
Jimmy Addison Lee,
Qian Kemao
[pdf]
[bibtex]
@InProceedings{Chan_2017_CVPR,
author = {Chan, Jacob and Addison Lee, Jimmy and Kemao, Qian},
title = {BIND: Binary Integrated Net Descriptors for Texture-Less Object Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Efficient Diffusion on Region Manifolds: Recovering Small Objects With Compact CNN Representations
Ahmet Iscen,
Giorgos Tolias,
Yannis Avrithis,
Teddy Furon,
Ondrej Chum
[pdf]
[bibtex]
@InProceedings{Iscen_2017_CVPR,
author = {Iscen, Ahmet and Tolias, Giorgos and Avrithis, Yannis and Furon, Teddy and Chum, Ondrej},
title = {Efficient Diffusion on Region Manifolds: Recovering Small Objects With Compact CNN Representations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

S2F: Slow-To-Fast Interpolator Flow
Yanchao Yang,
Stefano Soatto
[pdf] [supp]
[bibtex]
@InProceedings{Yang_2017_CVPR,
author = {Yang, Yanchao and Soatto, Stefano},
title = {S2F: Slow-To-Fast Interpolator Flow},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

ChestX-ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases
Xiaosong Wang,
Yifan Peng,
Le Lu,
Zhiyong Lu,
Mohammadhadi Bagheri,
Ronald M. Summers
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Xiaosong and Peng, Yifan and Lu, Le and Lu, Zhiyong and Bagheri, Mohammadhadi and Summers, Ronald M.},
title = {ChestX-ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning From Simulated and Unsupervised Images Through Adversarial Training
Ashish Shrivastava,
Tomas Pfister,
Oncel Tuzel,
Joshua Susskind,
Wenda Wang,
Russell Webb
[pdf] [supp]
[bibtex]
@InProceedings{Shrivastava_2017_CVPR,
author = {Shrivastava, Ashish and Pfister, Tomas and Tuzel, Oncel and Susskind, Joshua and Wang, Wenda and Webb, Russell},
title = {Learning From Simulated and Unsupervised Images Through Adversarial Training},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Feature Pyramid Networks for Object Detection
Tsung-Yi Lin,
Piotr Dollar,
Ross Girshick,
Kaiming He,
Bharath Hariharan,
Serge Belongie
[pdf]
[bibtex]
@InProceedings{Lin_2017_CVPR,
author = {Lin, Tsung-Yi and Dollar, Piotr and Girshick, Ross and He, Kaiming and Hariharan, Bharath and Belongie, Serge},
title = {Feature Pyramid Networks for Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Loss Max-Pooling for Semantic Image Segmentation
Samuel Rota Bulo,
Gerhard Neuhold,
Peter Kontschieder
[pdf]
[bibtex]
@InProceedings{Bulo_2017_CVPR,
author = {Rota Bulo, Samuel and Neuhold, Gerhard and Kontschieder, Peter},
title = {Loss Max-Pooling for Semantic Image Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learned Contextual Feature Reweighting for Image Geo-Localization
Hyo Jin Kim,
Enrique Dunn,
Jan-Michael Frahm
[pdf] [supp]
[bibtex]
@InProceedings{Kim_2017_CVPR,
author = {Jin Kim, Hyo and Dunn, Enrique and Frahm, Jan-Michael},
title = {Learned Contextual Feature Reweighting for Image Geo-Localization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

On the Effectiveness of Visible Watermarks
Tali Dekel,
Michael Rubinstein,
Ce Liu,
William T. Freeman
[pdf]
[bibtex]
@InProceedings{Dekel_2017_CVPR,
author = {Dekel, Tali and Rubinstein, Michael and Liu, Ce and Freeman, William T.},
title = {On the Effectiveness of Visible Watermarks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep View Morphing
Dinghuang Ji,
Junghyun Kwon,
Max McFarland,
Silvio Savarese
[pdf]
[bibtex]
@InProceedings{Ji_2017_CVPR,
author = {Ji, Dinghuang and Kwon, Junghyun and McFarland, Max and Savarese, Silvio},
title = {Deep View Morphing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Designing Illuminant Spectral Power Distributions for Surface Classification
Henryk Blasinski,
Joyce Farrell,
Brian Wandell
[pdf] [supp]
[bibtex]
@InProceedings{Blasinski_2017_CVPR,
author = {Blasinski, Henryk and Farrell, Joyce and Wandell, Brian},
title = {Designing Illuminant Spectral Power Distributions for Surface Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

End-To-End Learning of Driving Models From Large-Scale Video Datasets
Huazhe Xu,
Yang Gao,
Fisher Yu,
Trevor Darrell
[pdf]
[bibtex]
@InProceedings{Xu_2017_CVPR,
author = {Xu, Huazhe and Gao, Yang and Yu, Fisher and Darrell, Trevor},
title = {End-To-End Learning of Driving Models From Large-Scale Video Datasets},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos
De-An Huang,
Joseph J. Lim,
Li Fei-Fei,
Juan Carlos Niebles
[pdf]
[bibtex]
@InProceedings{Huang_2017_CVPR,
author = {Huang, De-An and Lim, Joseph J. and Fei-Fei, Li and Carlos Niebles, Juan},
title = {Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Dense Captioning With Joint Inference and Visual Context
Linjie Yang,
Kevin Tang,
Jianchao Yang,
Li-Jia Li
[pdf]
[bibtex]
@InProceedings{Yang_2017_CVPR,
author = {Yang, Linjie and Tang, Kevin and Yang, Jianchao and Li, Li-Jia},
title = {Dense Captioning With Joint Inference and Visual Context},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Unsupervised Learning of Long-Term Motion Dynamics for Videos
Zelun Luo,
Boya Peng,
De-An Huang,
Alexandre Alahi,
Li Fei-Fei
[pdf]
[bibtex]
@InProceedings{Luo_2017_CVPR,
author = {Luo, Zelun and Peng, Boya and Huang, De-An and Alahi, Alexandre and Fei-Fei, Li},
title = {Unsupervised Learning of Long-Term Motion Dynamics for Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

CLKN: Cascaded Lucas-Kanade Networks for Image Alignment
Che-Han Chang,
Chun-Nan Chou,
Edward Y. Chang
[pdf]
[bibtex]
@InProceedings{Chang_2017_CVPR,
author = {Chang, Che-Han and Chou, Chun-Nan and Chang, Edward Y.},
title = {CLKN: Cascaded Lucas-Kanade Networks for Image Alignment},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization
Kuo-Hao Zeng,
Shih-Han Chou,
Fu-Hsiang Chan,
Juan Carlos Niebles,
Min Sun
[pdf] [supp]
[bibtex]
@InProceedings{Zeng_2017_CVPR,
author = {Zeng, Kuo-Hao and Chou, Shih-Han and Chan, Fu-Hsiang and Carlos Niebles, Juan and Sun, Min},
title = {Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

ShapeOdds: Variational Bayesian Learning of Generative Shape Models
Shireen Elhabian,
Ross Whitaker
[pdf]
[bibtex]
@InProceedings{Elhabian_2017_CVPR,
author = {Elhabian, Shireen and Whitaker, Ross},
title = {ShapeOdds: Variational Bayesian Learning of Generative Shape Models},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Expecting the Unexpected: Training Detectors for Unusual Pedestrians With Adversarial Imposters
Shiyu Huang,
Deva Ramanan
[pdf]
[bibtex]
@InProceedings{Huang_2017_CVPR,
author = {Huang, Shiyu and Ramanan, Deva},
title = {Expecting the Unexpected: Training Detectors for Unusual Pedestrians With Adversarial Imposters},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

ER3: A Unified Framework for Event Retrieval, Recognition and Recounting
Zhanning Gao,
Gang Hua,
Dongqing Zhang,
Nebojsa Jojic,
Le Wang,
Jianru Xue,
Nanning Zheng
[pdf]
[bibtex]
@InProceedings{Gao_2017_CVPR,
author = {Gao, Zhanning and Hua, Gang and Zhang, Dongqing and Jojic, Nebojsa and Wang, Le and Xue, Jianru and Zheng, Nanning},
title = {ER3: A Unified Framework for Event Retrieval, Recognition and Recounting},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Outlier-Robust Tensor PCA
Pan Zhou,
Jiashi Feng
[pdf]
[bibtex]
@InProceedings{Zhou_2017_CVPR,
author = {Zhou, Pan and Feng, Jiashi},
title = {Outlier-Robust Tensor PCA},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation
Hongliang Yan,
Yukang Ding,
Peihua Li,
Qilong Wang,
Yong Xu,
Wangmeng Zuo
[pdf]
[bibtex]
@InProceedings{Yan_2017_CVPR,
author = {Yan, Hongliang and Ding, Yukang and Li, Peihua and Wang, Qilong and Xu, Yong and Zuo, Wangmeng},
title = {Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation
Li Yi,
Hao Su,
Xingwen Guo,
Leonidas J. Guibas
[pdf] [supp]
[bibtex]
@InProceedings{Yi_2017_CVPR,
author = {Yi, Li and Su, Hao and Guo, Xingwen and Guibas, Leonidas J.},
title = {SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Unrolling the Shutter: CNN to Correct Motion Distortions
Vijay Rengarajan,
Yogesh Balaji,
A. N. Rajagopalan
[pdf] [supp]
[bibtex]
@InProceedings{Rengarajan_2017_CVPR,
author = {Rengarajan, Vijay and Balaji, Yogesh and Rajagopalan, A. N.},
title = {Unrolling the Shutter: CNN to Correct Motion Distortions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Level Sets for Salient Object Detection
Ping Hu,
Bing Shuai,
Jun Liu,
Gang Wang
[pdf]
[bibtex]
@InProceedings{Hu_2017_CVPR,
author = {Hu, Ping and Shuai, Bing and Liu, Jun and Wang, Gang},
title = {Deep Level Sets for Salient Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Instance-Aware Image and Sentence Matching With Selective Multimodal LSTM
Yan Huang,
Wei Wang,
Liang Wang
[pdf]
[bibtex]
@InProceedings{Huang_2017_CVPR,
author = {Huang, Yan and Wang, Wei and Wang, Liang},
title = {Instance-Aware Image and Sentence Matching With Selective Multimodal LSTM},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur
Dong Gong,
Jie Yang,
Lingqiao Liu,
Yanning Zhang,
Ian Reid,
Chunhua Shen,
Anton van den Hengel,
Qinfeng Shi
[pdf]
[bibtex]
@InProceedings{Gong_2017_CVPR,
author = {Gong, Dong and Yang, Jie and Liu, Lingqiao and Zhang, Yanning and Reid, Ian and Shen, Chunhua and van den Hengel, Anton and Shi, Qinfeng},
title = {From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Temporal Linear Encoding Networks
Ali Diba,
Vivek Sharma,
Luc Van Gool
[pdf]
[bibtex]
@InProceedings{Diba_2017_CVPR,
author = {Diba, Ali and Sharma, Vivek and Van Gool, Luc},
title = {Deep Temporal Linear Encoding Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

End-To-End Training of Hybrid CNN-CRF Models for Stereo
Patrick Knobelreiter,
Christian Reinbacher,
Alexander Shekhovtsov,
Thomas Pock
[pdf] [supp]
[bibtex]
@InProceedings{Knobelreiter_2017_CVPR,
author = {Knobelreiter, Patrick and Reinbacher, Christian and Shekhovtsov, Alexander and Pock, Thomas},
title = {End-To-End Training of Hybrid CNN-CRF Models for Stereo},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Feature Flow for Video Recognition
Xizhou Zhu,
Yuwen Xiong,
Jifeng Dai,
Lu Yuan,
Yichen Wei
[pdf]
[bibtex]
@InProceedings{Zhu_2017_CVPR,
author = {Zhu, Xizhou and Xiong, Yuwen and Dai, Jifeng and Yuan, Lu and Wei, Yichen},
title = {Deep Feature Flow for Video Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Fully Convolutional Instance-Aware Semantic Segmentation
Yi Li,
Haozhi Qi,
Jifeng Dai,
Xiangyang Ji,
Yichen Wei
[pdf]
[bibtex]
@InProceedings{Li_2017_CVPR,
author = {Li, Yi and Qi, Haozhi and Dai, Jifeng and Ji, Xiangyang and Wei, Yichen},
title = {Fully Convolutional Instance-Aware Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Truncated Max-Of-Convex Models
Pankaj Pansari,
M. Pawan Kumar
[pdf] [supp]
[bibtex]
@InProceedings{Pansari_2017_CVPR,
author = {Pansari, Pankaj and Pawan Kumar, M.},
title = {Truncated Max-Of-Convex Models},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Asymmetric Feature Maps With Application to Sketch Based Retrieval
Giorgos Tolias,
Ondrej Chum
[pdf]
[bibtex]
@InProceedings{Tolias_2017_CVPR,
author = {Tolias, Giorgos and Chum, Ondrej},
title = {Asymmetric Feature Maps With Application to Sketch Based Retrieval},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Instance-Level Salient Object Segmentation
Guanbin Li,
Yuan Xie,
Liang Lin,
Yizhou Yu
[pdf] [supp]
[bibtex]
@InProceedings{Li_2017_CVPR,
author = {Li, Guanbin and Xie, Yuan and Lin, Liang and Yu, Yizhou},
title = {Instance-Level Salient Object Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Kernel Square-Loss Exemplar Machines for Image Retrieval
Rafael S. Rezende,
Joaquin Zepeda,
Jean Ponce,
Francis Bach,
Patrick Perez
[pdf]
[bibtex]
@InProceedings{Rezende_2017_CVPR,
author = {Rezende, Rafael S. and Zepeda, Joaquin and Ponce, Jean and Bach, Francis and Perez, Patrick},
title = {Kernel Square-Loss Exemplar Machines for Image Retrieval},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Direct Photometric Alignment by Mesh Deformation
Kaimo Lin,
Nianjuan Jiang,
Shuaicheng Liu,
Loong-Fah Cheong,
Minh Do,
Jiangbo Lu
[pdf]
[bibtex]
@InProceedings{Lin_2017_CVPR,
author = {Lin, Kaimo and Jiang, Nianjuan and Liu, Shuaicheng and Cheong, Loong-Fah and Do, Minh and Lu, Jiangbo},
title = {Direct Photometric Alignment by Mesh Deformation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Semantic Multi-View Stereo: Jointly Estimating Objects and Voxels
Ali Osman Ulusoy,
Michael J. Black,
Andreas Geiger
[pdf]
[bibtex]
@InProceedings{Ulusoy_2017_CVPR,
author = {Osman Ulusoy, Ali and Black, Michael J. and Geiger, Andreas},
title = {Semantic Multi-View Stereo: Jointly Estimating Objects and Voxels},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

HOPE: Hierarchical Object Prototype Encoding for Efficient Object Instance Search in Videos
Tan Yu,
Yuwei Wu,
Junsong Yuan
[pdf]
[bibtex]
@InProceedings{Yu_2017_CVPR,
author = {Yu, Tan and Wu, Yuwei and Yuan, Junsong},
title = {HOPE: Hierarchical Object Prototype Encoding for Efficient Object Instance Search in Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Adaptive Receptive Fields for Deep Image Parsing Network
Zhen Wei,
Yao Sun,
Jinqiao Wang,
Hanjiang Lai,
Si Liu
[pdf] [supp]
[bibtex]
@InProceedings{Wei_2017_CVPR,
author = {Wei, Zhen and Sun, Yao and Wang, Jinqiao and Lai, Hanjiang and Liu, Si},
title = {Learning Adaptive Receptive Fields for Deep Image Parsing Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Contour-Constrained Superpixels for Image and Video Processing
Se-Ho Lee,
Won-Dong Jang,
Chang-Su Kim
[pdf]
[bibtex]
@InProceedings{Lee_2017_CVPR,
author = {Lee, Se-Ho and Jang, Won-Dong and Kim, Chang-Su},
title = {Contour-Constrained Superpixels for Image and Video Processing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning to Predict Stereo Reliability Enforcing Local Consistency of Confidence Maps
Matteo Poggi,
Stefano Mattoccia
[pdf] [supp]
[bibtex]
@InProceedings{Poggi_2017_CVPR,
author = {Poggi, Matteo and Mattoccia, Stefano},
title = {Learning to Predict Stereo Reliability Enforcing Local Consistency of Confidence Maps},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

FlowNet 2.0: Evolution of Optical Flow Estimation With Deep Networks
Eddy Ilg,
Nikolaus Mayer,
Tonmoy Saikia,
Margret Keuper,
Alexey Dosovitskiy,
Thomas Brox
[pdf] [supp]
[bibtex]
@InProceedings{Ilg_2017_CVPR,
author = {Ilg, Eddy and Mayer, Nikolaus and Saikia, Tonmoy and Keuper, Margret and Dosovitskiy, Alexey and Brox, Thomas},
title = {FlowNet 2.0: Evolution of Optical Flow Estimation With Deep Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Growing a Brain: Fine-Tuning by Increasing Model Capacity
Yu-Xiong Wang,
Deva Ramanan,
Martial Hebert
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Yu-Xiong and Ramanan, Deva and Hebert, Martial},
title = {Growing a Brain: Fine-Tuning by Increasing Model Capacity},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Dynamic Attention-Controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-Set Sample Weighting
Zhen-Hua Feng,
Josef Kittler,
William Christmas,
Patrik Huber,
Xiao-Jun Wu
[pdf]
[bibtex]
@InProceedings{Feng_2017_CVPR,
author = {Feng, Zhen-Hua and Kittler, Josef and Christmas, William and Huber, Patrik and Wu, Xiao-Jun},
title = {Dynamic Attention-Controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-Set Sample Weighting},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Additive Component Analysis
Calvin Murdock,
Fernando De la Torre
[pdf]
[bibtex]
@InProceedings{Murdock_2017_CVPR,
author = {Murdock, Calvin and De la Torre, Fernando},
title = {Additive Component Analysis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Lifting From the Deep: Convolutional 3D Pose Estimation From a Single Image
Denis Tome,
Chris Russell,
Lourdes Agapito
[pdf] [supp]
[bibtex]
@InProceedings{Tome_2017_CVPR,
author = {Tome, Denis and Russell, Chris and Agapito, Lourdes},
title = {Lifting From the Deep: Convolutional 3D Pose Estimation From a Single Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Attentional Push: A Deep Convolutional Network for Augmenting Image Salience With Shared Attention Modeling in Social Scenes
Siavash Gorji,
James J. Clark
[pdf]
[bibtex]
@InProceedings{Gorji_2017_CVPR,
author = {Gorji, Siavash and Clark, James J.},
title = {Attentional Push: A Deep Convolutional Network for Augmenting Image Salience With Shared Attention Modeling in Social Scenes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Fine-Grained Recognition as HSnet Search for Informative Image Parts
Michael Lam,
Behrooz Mahasseni,
Sinisa Todorovic
[pdf]
[bibtex]
@InProceedings{Lam_2017_CVPR,
author = {Lam, Michael and Mahasseni, Behrooz and Todorovic, Sinisa},
title = {Fine-Grained Recognition as HSnet Search for Informative Image Parts},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Scalable Person Re-Identification on Supervised Smoothed Manifold
Song Bai,
Xiang Bai,
Qi Tian
[pdf] [supp]
[bibtex]
@InProceedings{Bai_2017_CVPR,
author = {Bai, Song and Bai, Xiang and Tian, Qi},
title = {Scalable Person Re-Identification on Supervised Smoothed Manifold},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging
Hyunwoo J. Kim,
Nagesh Adluru,
Heemanshu Suri,
Baba C. Vemuri,
Sterling C. Johnson,
Vikas Singh
[pdf]
[bibtex]
@InProceedings{Kim_2017_CVPR,
author = {Kim, Hyunwoo J. and Adluru, Nagesh and Suri, Heemanshu and Vemuri, Baba C. and Johnson, Sterling C. and Singh, Vikas},
title = {Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Detecting Oriented Text in Natural Images by Linking Segments
Baoguang Shi,
Xiang Bai,
Serge Belongie
[pdf]
[bibtex]
@InProceedings{Shi_2017_CVPR,
author = {Shi, Baoguang and Bai, Xiang and Belongie, Serge},
title = {Detecting Oriented Text in Natural Images by Linking Segments},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Diverse Image Annotation
Baoyuan Wu,
Fan Jia,
Wei Liu,
Bernard Ghanem
[pdf] [supp]
[bibtex]
@InProceedings{Wu_2017_CVPR,
author = {Wu, Baoyuan and Jia, Fan and Liu, Wei and Ghanem, Bernard},
title = {Diverse Image Annotation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Inverse Compositional Spatial Transformer Networks
Chen-Hsuan Lin,
Simon Lucey
[pdf] [supp]
[bibtex]
@InProceedings{Lin_2017_CVPR,
author = {Lin, Chen-Hsuan and Lucey, Simon},
title = {Inverse Compositional Spatial Transformer Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Factorized Variational Autoencoders for Modeling Audience Reactions to Movies
Zhiwei Deng,
Rajitha Navarathna,
Peter Carr,
Stephan Mandt,
Yisong Yue,
Iain Matthews,
Greg Mori
[pdf]
[bibtex]
@InProceedings{Deng_2017_CVPR,
author = {Deng, Zhiwei and Navarathna, Rajitha and Carr, Peter and Mandt, Stephan and Yue, Yisong and Matthews, Iain and Mori, Greg},
title = {Factorized Variational Autoencoders for Modeling Audience Reactions to Movies},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Adversarially Tuned Scene Generation
VSR Veeravasarapu,
Constantin Rothkopf,
Ramesh Visvanathan
[pdf]
[bibtex]
@InProceedings{Veeravasarapu_2017_CVPR,
author = {Veeravasarapu, VSR and Rothkopf, Constantin and Visvanathan, Ramesh},
title = {Adversarially Tuned Scene Generation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Binge Watching: Scaling Affordance Learning From Sitcoms
Xiaolong Wang,
Rohit Girdhar,
Abhinav Gupta
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Xiaolong and Girdhar, Rohit and Gupta, Abhinav},
title = {Binge Watching: Scaling Affordance Learning From Sitcoms},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection
Xiaolong Wang,
Abhinav Shrivastava,
Abhinav Gupta
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Xiaolong and Shrivastava, Abhinav and Gupta, Abhinav},
title = {A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Cognitive Mapping and Planning for Visual Navigation
Saurabh Gupta,
James Davidson,
Sergey Levine,
Rahul Sukthankar,
Jitendra Malik
[pdf] [supp]
[bibtex]
@InProceedings{Gupta_2017_CVPR,
author = {Gupta, Saurabh and Davidson, James and Levine, Sergey and Sukthankar, Rahul and Malik, Jitendra},
title = {Cognitive Mapping and Planning for Visual Navigation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency
Shubham Tulsiani,
Tinghui Zhou,
Alexei A. Efros,
Jitendra Malik
[pdf]
[bibtex]
@InProceedings{Tulsiani_2017_CVPR,
author = {Tulsiani, Shubham and Zhou, Tinghui and Efros, Alexei A. and Malik, Jitendra},
title = {Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Shape Abstractions by Assembling Volumetric Primitives
Shubham Tulsiani,
Hao Su,
Leonidas J. Guibas,
Alexei A. Efros,
Jitendra Malik
[pdf]
[bibtex]
@InProceedings{Tulsiani_2017_CVPR,
author = {Tulsiani, Shubham and Su, Hao and Guibas, Leonidas J. and Efros, Alexei A. and Malik, Jitendra},
title = {Learning Shape Abstractions by Assembling Volumetric Primitives},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

AMC: Attention guided Multi-modal Correlation Learning for Image Search
Kan Chen,
Trung Bui,
Chen Fang,
Zhaowen Wang,
Ram Nevatia
[pdf]
[bibtex]
@InProceedings{Chen_2017_CVPR,
author = {Chen, Kan and Bui, Trung and Fang, Chen and Wang, Zhaowen and Nevatia, Ram},
title = {AMC: Attention guided Multi-modal Correlation Learning for Image Search},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Bidirectional Multirate Reconstruction for Temporal Modeling in Videos
Linchao Zhu,
Zhongwen Xu,
Yi Yang
[pdf]
[bibtex]
@InProceedings{Zhu_2017_CVPR,
author = {Zhu, Linchao and Xu, Zhongwen and Yang, Yi},
title = {Bidirectional Multirate Reconstruction for Temporal Modeling in Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Video Object Segmentation From Static Images
Federico Perazzi,
Anna Khoreva,
Rodrigo Benenson,
Bernt Schiele,
Alexander Sorkine-Hornung
[pdf] [supp]
[bibtex]
@InProceedings{Perazzi_2017_CVPR,
author = {Perazzi, Federico and Khoreva, Anna and Benenson, Rodrigo and Schiele, Bernt and Sorkine-Hornung, Alexander},
title = {Learning Video Object Segmentation From Static Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

The More You Know: Using Knowledge Graphs for Image Classification
Kenneth Marino,
Ruslan Salakhutdinov,
Abhinav Gupta
[pdf]
[bibtex]
@InProceedings{Marino_2017_CVPR,
author = {Marino, Kenneth and Salakhutdinov, Ruslan and Gupta, Abhinav},
title = {The More You Know: Using Knowledge Graphs for Image Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Detecting Masked Faces in the Wild With LLE-CNNs
Shiming Ge,
Jia Li,
Qiting Ye,
Zhao Luo
[pdf]
[bibtex]
@InProceedings{Ge_2017_CVPR,
author = {Ge, Shiming and Li, Jia and Ye, Qiting and Luo, Zhao},
title = {Detecting Masked Faces in the Wild With LLE-CNNs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

UltraStereo: Efficient Learning-Based Matching for Active Stereo Systems
Sean Ryan Fanello,
Julien Valentin,
Christoph Rhemann,
Adarsh Kowdle,
Vladimir Tankovich,
Philip Davidson,
Shahram Izadi
[pdf]
[bibtex]
@InProceedings{Fanello_2017_CVPR,
author = {Ryan Fanello, Sean and Valentin, Julien and Rhemann, Christoph and Kowdle, Adarsh and Tankovich, Vladimir and Davidson, Philip and Izadi, Shahram},
title = {UltraStereo: Efficient Learning-Based Matching for Active Stereo Systems},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Features by Watching Objects Move
Deepak Pathak,
Ross Girshick,
Piotr Dollar,
Trevor Darrell,
Bharath Hariharan
[pdf]
[bibtex]
@InProceedings{Pathak_2017_CVPR,
author = {Pathak, Deepak and Girshick, Ross and Dollar, Piotr and Darrell, Trevor and Hariharan, Bharath},
title = {Learning Features by Watching Objects Move},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning
Sangdoo Yun,
Jongwon Choi,
Youngjoon Yoo,
Kimin Yun,
Jin Young Choi
[pdf] [supp]
[bibtex]
@InProceedings{Yun_2017_CVPR,
author = {Yun, Sangdoo and Choi, Jongwon and Yoo, Youngjoon and Yun, Kimin and Young Choi, Jin},
title = {Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Multi-Attention Network for One Shot Learning
Peng Wang,
Lingqiao Liu,
Chunhua Shen,
Zi Huang,
Anton van den Hengel,
Heng Tao Shen
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Peng and Liu, Lingqiao and Shen, Chunhua and Huang, Zi and van den Hengel, Anton and Tao Shen, Heng},
title = {Multi-Attention Network for One Shot Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

G2DeNet: Global Gaussian Distribution Embedding Network and Its Application to Visual Recognition
Qilong Wang,
Peihua Li,
Lei Zhang
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Qilong and Li, Peihua and Zhang, Lei},
title = {G2DeNet: Global Gaussian Distribution Embedding Network and Its Application to Visual Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Depth From Defocus in the Wild
Huixuan Tang,
Scott Cohen,
Brian Price,
Stephen Schiller,
Kiriakos N. Kutulakos
[pdf]
[bibtex]
@InProceedings{Tang_2017_CVPR,
author = {Tang, Huixuan and Cohen, Scott and Price, Brian and Schiller, Stephen and Kutulakos, Kiriakos N.},
title = {Depth From Defocus in the Wild},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Fried Binary Embedding for High-Dimensional Visual Features
Weixiang Hong,
Junsong Yuan,
Sreyasee Das Bhattacharjee
[pdf]
[bibtex]
@InProceedings{Hong_2017_CVPR,
author = {Hong, Weixiang and Yuan, Junsong and Das Bhattacharjee, Sreyasee},
title = {Fried Binary Embedding for High-Dimensional Visual Features},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering
Yunseok Jang,
Yale Song,
Youngjae Yu,
Youngjin Kim,
Gunhee Kim
[pdf]
[bibtex]
@InProceedings{Jang_2017_CVPR,
author = {Jang, Yunseok and Song, Yale and Yu, Youngjae and Kim, Youngjin and Kim, Gunhee},
title = {TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Joint Registration and Representation Learning for Unconstrained Face Identification
Munawar Hayat,
Salman H. Khan,
Naoufel Werghi,
Roland Goecke
[pdf]
[bibtex]
@InProceedings{Hayat_2017_CVPR,
author = {Hayat, Munawar and Khan, Salman H. and Werghi, Naoufel and Goecke, Roland},
title = {Joint Registration and Representation Learning for Unconstrained Face Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Object-Aware Dense Semantic Correspondence
Fan Yang,
Xin Li,
Hong Cheng,
Jianping Li,
Leiting Chen
[pdf]
[bibtex]
@InProceedings{Yang_2017_CVPR,
author = {Yang, Fan and Li, Xin and Cheng, Hong and Li, Jianping and Chen, Leiting},
title = {Object-Aware Dense Semantic Correspondence},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

The Misty Three Point Algorithm for Relative Pose
Tobias Palmer,
Kalle Astrom,
Jan-Michael Frahm
[pdf] [supp]
[bibtex]
@InProceedings{Palmer_2017_CVPR,
author = {Palmer, Tobias and Astrom, Kalle and Frahm, Jan-Michael},
title = {The Misty Three Point Algorithm for Relative Pose},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Weakly Supervised Affordance Detection
Johann Sawatzky,
Abhilash Srikantha,
Juergen Gall
[pdf]
[bibtex]
@InProceedings{Sawatzky_2017_CVPR,
author = {Sawatzky, Johann and Srikantha, Abhilash and Gall, Juergen},
title = {Weakly Supervised Affordance Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

End-To-End Representation Learning for Correlation Filter Based Tracking
Jack Valmadre,
Luca Bertinetto,
Joao Henriques,
Andrea Vedaldi,
Philip H. S. Torr
[pdf] [supp]
[bibtex]
@InProceedings{Valmadre_2017_CVPR,
author = {Valmadre, Jack and Bertinetto, Luca and Henriques, Joao and Vedaldi, Andrea and Torr, Philip H. S.},
title = {End-To-End Representation Learning for Correlation Filter Based Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Accurate Depth and Normal Maps From Occlusion-Aware Focal Stack Symmetry
Michael Strecke,
Anna Alperovich,
Bastian Goldluecke
[pdf]
[bibtex]
@InProceedings{Strecke_2017_CVPR,
author = {Strecke, Michael and Alperovich, Anna and Goldluecke, Bastian},
title = {Accurate Depth and Normal Maps From Occlusion-Aware Focal Stack Symmetry},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

3D Human Pose Estimation From a Single Image via Distance Matrix Regression
Francesc Moreno-Noguer
[pdf]
[bibtex]
@InProceedings{Moreno-Noguer_2017_CVPR,
author = {Moreno-Noguer, Francesc},
title = {3D Human Pose Estimation From a Single Image via Distance Matrix Regression},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Zero-Shot Action Recognition With Error-Correcting Output Codes
Jie Qin,
Li Liu,
Ling Shao,
Fumin Shen,
Bingbing Ni,
Jiaxin Chen,
Yunhong Wang
[pdf]
[bibtex]
@InProceedings{Qin_2017_CVPR,
author = {Qin, Jie and Liu, Li and Shao, Ling and Shen, Fumin and Ni, Bingbing and Chen, Jiaxin and Wang, Yunhong},
title = {Zero-Shot Action Recognition With Error-Correcting Output Codes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Multiple Instance Detection Network With Online Instance Classifier Refinement
Peng Tang,
Xinggang Wang,
Xiang Bai,
Wenyu Liu
[pdf] [supp]
[bibtex]
@InProceedings{Tang_2017_CVPR,
author = {Tang, Peng and Wang, Xinggang and Bai, Xiang and Liu, Wenyu},
title = {Multiple Instance Detection Network With Online Instance Classifier Refinement},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild
Shan Li,
Weihong Deng,
JunPing Du
[pdf]
[bibtex]
@InProceedings{Li_2017_CVPR,
author = {Li, Shan and Deng, Weihong and Du, JunPing},
title = {Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval
Li Liu,
Fumin Shen,
Yuming Shen,
Xianglong Liu,
Ling Shao
[pdf]
[bibtex]
@InProceedings{Liu_2017_CVPR,
author = {Liu, Li and Shen, Fumin and Shen, Yuming and Liu, Xianglong and Shao, Ling},
title = {Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Semantic Regularisation for Recurrent Image Annotation
Feng Liu,
Tao Xiang,
Timothy M. Hospedales,
Wankou Yang,
Changyin Sun
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2017_CVPR,
author = {Liu, Feng and Xiang, Tao and Hospedales, Timothy M. and Yang, Wankou and Sun, Changyin},
title = {Semantic Regularisation for Recurrent Image Annotation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Pyramid Scene Parsing Network
Hengshuang Zhao,
Jianping Shi,
Xiaojuan Qi,
Xiaogang Wang,
Jiaya Jia
[pdf] [supp]
[bibtex]
@InProceedings{Zhao_2017_CVPR,
author = {Zhao, Hengshuang and Shi, Jianping and Qi, Xiaojuan and Wang, Xiaogang and Jia, Jiaya},
title = {Pyramid Scene Parsing Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

On Human Motion Prediction Using Recurrent Neural Networks
Julieta Martinez,
Michael J. Black,
Javier Romero
[pdf]
[bibtex]
@InProceedings{Martinez_2017_CVPR,
author = {Martinez, Julieta and Black, Michael J. and Romero, Javier},
title = {On Human Motion Prediction Using Recurrent Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning
Justin Johnson,
Bharath Hariharan,
Laurens van der Maaten,
Li Fei-Fei,
C. Lawrence Zitnick,
Ross Girshick
[pdf]
[bibtex]
@InProceedings{Johnson_2017_CVPR,
author = {Johnson, Justin and Hariharan, Bharath and van der Maaten, Laurens and Fei-Fei, Li and Lawrence Zitnick, C. and Girshick, Ross},
title = {CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

SST: Single-Stream Temporal Action Proposals
Shyamal Buch,
Victor Escorcia,
Chuanqi Shen,
Bernard Ghanem,
Juan Carlos Niebles
[pdf] [supp]
[bibtex]
@InProceedings{Buch_2017_CVPR,
author = {Buch, Shyamal and Escorcia, Victor and Shen, Chuanqi and Ghanem, Bernard and Carlos Niebles, Juan},
title = {SST: Single-Stream Temporal Action Proposals},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Kernel Pooling for Convolutional Neural Networks
Yin Cui,
Feng Zhou,
Jiang Wang,
Xiao Liu,
Yuanqing Lin,
Serge Belongie
[pdf]
[bibtex]
@InProceedings{Cui_2017_CVPR,
author = {Cui, Yin and Zhou, Feng and Wang, Jiang and Liu, Xiao and Lin, Yuanqing and Belongie, Serge},
title = {Kernel Pooling for Convolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Subspace Clustering via Variance Regularized Ridge Regression
Chong Peng,
Zhao Kang,
Qiang Cheng
[pdf]
[bibtex]
@InProceedings{Peng_2017_CVPR,
author = {Peng, Chong and Kang, Zhao and Cheng, Qiang},
title = {Subspace Clustering via Variance Regularized Ridge Regression},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Efficient Global Point Cloud Alignment Using Bayesian Nonparametric Mixtures
Julian Straub,
Trevor Campbell,
Jonathan P. How,
John W. Fisher III
[pdf] [supp]
[bibtex]
@InProceedings{Straub_2017_CVPR,
author = {Straub, Julian and Campbell, Trevor and How, Jonathan P. and Fisher, III, John W.},
title = {Efficient Global Point Cloud Alignment Using Bayesian Nonparametric Mixtures},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

The Incremental Multiresolution Matrix Factorization Algorithm
Vamsi K. Ithapu,
Risi Kondor,
Sterling C. Johnson,
Vikas Singh
[pdf] [supp]
[bibtex]
@InProceedings{Ithapu_2017_CVPR,
author = {Ithapu, Vamsi K. and Kondor, Risi and Johnson, Sterling C. and Singh, Vikas},
title = {The Incremental Multiresolution Matrix Factorization Algorithm},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

CATS: A Color and Thermal Stereo Benchmark
Wayne Treible,
Philip Saponaro,
Scott Sorensen,
Abhishek Kolagunda,
Michael O'Neal,
Brian Phelan,
Kelly Sherbondy,
Chandra Kambhamettu
[pdf]
[bibtex]
@InProceedings{Treible_2017_CVPR,
author = {Treible, Wayne and Saponaro, Philip and Sorensen, Scott and Kolagunda, Abhishek and O'Neal, Michael and Phelan, Brian and Sherbondy, Kelly and Kambhamettu, Chandra},
title = {CATS: A Color and Thermal Stereo Benchmark},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Image Matting
Ning Xu,
Brian Price,
Scott Cohen,
Thomas Huang
[pdf]
[bibtex]
@InProceedings{Xu_2017_CVPR,
author = {Xu, Ning and Price, Brian and Cohen, Scott and Huang, Thomas},
title = {Deep Image Matting},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

The Surfacing of Multiview 3D Drawings via Lofting and Occlusion Reasoning
Anil Usumezbas,
Ricardo Fabbri,
Benjamin B. Kimia
[pdf]
[bibtex]
@InProceedings{Usumezbas_2017_CVPR,
author = {Usumezbas, Anil and Fabbri, Ricardo and Kimia, Benjamin B.},
title = {The Surfacing of Multiview 3D Drawings via Lofting and Occlusion Reasoning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

One-Shot Metric Learning for Person Re-Identification
Slawomir Bak,
Peter Carr
[pdf]
[bibtex]
@InProceedings{Bak_2017_CVPR,
author = {Bak, Slawomir and Carr, Peter},
title = {One-Shot Metric Learning for Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Richer Convolutional Features for Edge Detection
Yun Liu,
Ming-Ming Cheng,
Xiaowei Hu,
Kai Wang,
Xiang Bai
[pdf]
[bibtex]
@InProceedings{Liu_2017_CVPR,
author = {Liu, Yun and Cheng, Ming-Ming and Hu, Xiaowei and Wang, Kai and Bai, Xiang},
title = {Richer Convolutional Features for Edge Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Video Segmentation via Multiple Granularity Analysis
Rui Yang,
Bingbing Ni,
Chao Ma,
Yi Xu,
Xiaokang Yang
[pdf] [supp]
[bibtex]
@InProceedings{Yang_2017_CVPR,
author = {Yang, Rui and Ni, Bingbing and Ma, Chao and Xu, Yi and Yang, Xiaokang},
title = {Video Segmentation via Multiple Granularity Analysis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Cross-Modal Embeddings for Cooking Recipes and Food Images
Amaia Salvador,
Nicholas Hynes,
Yusuf Aytar,
Javier Marin,
Ferda Ofli,
Ingmar Weber,
Antonio Torralba
[pdf]
[bibtex]
@InProceedings{Salvador_2017_CVPR,
author = {Salvador, Amaia and Hynes, Nicholas and Aytar, Yusuf and Marin, Javier and Ofli, Ferda and Weber, Ingmar and Torralba, Antonio},
title = {Learning Cross-Modal Embeddings for Cooking Recipes and Food Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Locality-Sensitive Deconvolution Networks With Gated Fusion for RGB-D Indoor Semantic Segmentation
Yanhua Cheng,
Rui Cai,
Zhiwei Li,
Xin Zhao,
Kaiqi Huang
[pdf]
[bibtex]
@InProceedings{Cheng_2017_CVPR,
author = {Cheng, Yanhua and Cai, Rui and Li, Zhiwei and Zhao, Xin and Huang, Kaiqi},
title = {Locality-Sensitive Deconvolution Networks With Gated Fusion for RGB-D Indoor Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

One-To-Many Network for Visually Pleasing Compression Artifacts Reduction
Jun Guo,
Hongyang Chao
[pdf]
[bibtex]
@InProceedings{Guo_2017_CVPR,
author = {Guo, Jun and Chao, Hongyang},
title = {One-To-Many Network for Visually Pleasing Compression Artifacts Reduction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Recurrent Modeling of Interaction Context for Collective Activity Recognition
Minsi Wang,
Bingbing Ni,
Xiaokang Yang
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Minsi and Ni, Bingbing and Yang, Xiaokang},
title = {Recurrent Modeling of Interaction Context for Collective Activity Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Hierarchical Multimodal Metric Learning for Multimodal Classification
Heng Zhang,
Vishal M. Patel,
Rama Chellappa
[pdf]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Heng and Patel, Vishal M. and Chellappa, Rama},
title = {Hierarchical Multimodal Metric Learning for Multimodal Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Probabilistic Temporal Subspace Clustering
Behnam Gholami,
Vladimir Pavlovic
[pdf] [supp]
[bibtex]
@InProceedings{Gholami_2017_CVPR,
author = {Gholami, Behnam and Pavlovic, Vladimir},
title = {Probabilistic Temporal Subspace Clustering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Detecting Visual Relationships With Deep Relational Networks
Bo Dai,
Yuqi Zhang,
Dahua Lin
[pdf]
[bibtex]
@InProceedings{Dai_2017_CVPR,
author = {Dai, Bo and Zhang, Yuqi and Lin, Dahua},
title = {Detecting Visual Relationships With Deep Relational Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Discover and Learn New Objects From Documentaries
Kai Chen,
Hang Song,
Chen Change Loy,
Dahua Lin
[pdf]
[bibtex]
@InProceedings{Chen_2017_CVPR,
author = {Chen, Kai and Song, Hang and Change Loy, Chen and Lin, Dahua},
title = {Discover and Learn New Objects From Documentaries},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Spatio-Temporal Vector of Locally Max Pooled Features for Action Recognition in Videos
Ionut Cosmin Duta,
Bogdan Ionescu,
Kiyoharu Aizawa,
Nicu Sebe
[pdf]
[bibtex]
@InProceedings{Duta_2017_CVPR,
author = {Cosmin Duta, Ionut and Ionescu, Bogdan and Aizawa, Kiyoharu and Sebe, Nicu},
title = {Spatio-Temporal Vector of Locally Max Pooled Features for Action Recognition in Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Specular Highlight Removal in Facial Images
Chen Li,
Stephen Lin,
Kun Zhou,
Katsushi Ikeuchi
[pdf] [supp]
[bibtex]
@InProceedings{Li_2017_CVPR,
author = {Li, Chen and Lin, Stephen and Zhou, Kun and Ikeuchi, Katsushi},
title = {Specular Highlight Removal in Facial Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Radiometric Calibration From Faces in Images
Chen Li,
Stephen Lin,
Kun Zhou,
Katsushi Ikeuchi
[pdf] [supp]
[bibtex]
@InProceedings{Li_2017_CVPR,
author = {Li, Chen and Lin, Stephen and Zhou, Kun and Ikeuchi, Katsushi},
title = {Radiometric Calibration From Faces in Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

What Can Help Pedestrian Detection?
Jiayuan Mao,
Tete Xiao,
Yuning Jiang,
Zhimin Cao
[pdf]
[bibtex]
@InProceedings{Mao_2017_CVPR,
author = {Mao, Jiayuan and Xiao, Tete and Jiang, Yuning and Cao, Zhimin},
title = {What Can Help Pedestrian Detection?},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

StyleNet: Generating Attractive Visual Captions With Styles
Chuang Gan,
Zhe Gan,
Xiaodong He,
Jianfeng Gao,
Li Deng
[pdf]
[bibtex]
@InProceedings{Gan_2017_CVPR,
author = {Gan, Chuang and Gan, Zhe and He, Xiaodong and Gao, Jianfeng and Deng, Li},
title = {StyleNet: Generating Attractive Visual Captions With Styles},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Image Super-Resolution via Deep Recursive Residual Network
Ying Tai,
Jian Yang,
Xiaoming Liu
[pdf]
[bibtex]
@InProceedings{Tai_2017_CVPR,
author = {Tai, Ying and Yang, Jian and Liu, Xiaoming},
title = {Image Super-Resolution via Deep Recursive Residual Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Residual Attention Network for Image Classification
Fei Wang,
Mengqing Jiang,
Chen Qian,
Shuo Yang,
Cheng Li,
Honggang Zhang,
Xiaogang Wang,
Xiaoou Tang
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Fei and Jiang, Mengqing and Qian, Chen and Yang, Shuo and Li, Cheng and Zhang, Honggang and Wang, Xiaogang and Tang, Xiaoou},
title = {Residual Attention Network for Image Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

End-To-End Concept Word Detection for Video Captioning, Retrieval, and Question Answering
Youngjae Yu,
Hyungjin Ko,
Jongwook Choi,
Gunhee Kim
[pdf]
[bibtex]
@InProceedings{Yu_2017_CVPR,
author = {Yu, Youngjae and Ko, Hyungjin and Choi, Jongwook and Kim, Gunhee},
title = {End-To-End Concept Word Detection for Video Captioning, Retrieval, and Question Answering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Semantic Autoencoder for Zero-Shot Learning
Elyor Kodirov,
Tao Xiang,
Shaogang Gong
[pdf]
[bibtex]
@InProceedings{Kodirov_2017_CVPR,
author = {Kodirov, Elyor and Xiang, Tao and Gong, Shaogang},
title = {Semantic Autoencoder for Zero-Shot Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Co-Occurrence Filter
Roy J. Jevnisek,
Shai Avidan
[pdf]
[bibtex]
@InProceedings{Jevnisek_2017_CVPR,
author = {Jevnisek, Roy J. and Avidan, Shai},
title = {Co-Occurrence Filter},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade
Xiaoxiao Li,
Ziwei Liu,
Ping Luo,
Chen Change Loy,
Xiaoou Tang
[pdf]
[bibtex]
@InProceedings{Li_2017_CVPR,
author = {Li, Xiaoxiao and Liu, Ziwei and Luo, Ping and Change Loy, Chen and Tang, Xiaoou},
title = {Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deeply Supervised Salient Object Detection With Short Connections
Qibin Hou,
Ming-Ming Cheng,
Xiaowei Hu,
Ali Borji,
Zhuowen Tu,
Philip H. S. Torr
[pdf]
[bibtex]
@InProceedings{Hou_2017_CVPR,
author = {Hou, Qibin and Cheng, Ming-Ming and Hu, Xiaowei and Borji, Ali and Tu, Zhuowen and Torr, Philip H. S.},
title = {Deeply Supervised Salient Object Detection With Short Connections},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

CityPersons: A Diverse Dataset for Pedestrian Detection
Shanshan Zhang,
Rodrigo Benenson,
Bernt Schiele
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Shanshan and Benenson, Rodrigo and Schiele, Bernt},
title = {CityPersons: A Diverse Dataset for Pedestrian Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Generalized Rank Pooling for Activity Recognition
Anoop Cherian,
Basura Fernando,
Mehrtash Harandi,
Stephen Gould
[pdf]
[bibtex]
@InProceedings{Cherian_2017_CVPR,
author = {Cherian, Anoop and Fernando, Basura and Harandi, Mehrtash and Gould, Stephen},
title = {Generalized Rank Pooling for Activity Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Cross-Modal Hashing
Qing-Yuan Jiang,
Wu-Jun Li
[pdf]
[bibtex]
@InProceedings{Jiang_2017_CVPR,
author = {Jiang, Qing-Yuan and Li, Wu-Jun},
title = {Deep Cross-Modal Hashing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Revisiting Metric Learning for SPD Matrix Based Visual Representation
Luping Zhou,
Lei Wang,
Jianjia Zhang,
Yinghuan Shi,
Yang Gao
[pdf] [supp]
[bibtex]
@InProceedings{Zhou_2017_CVPR,
author = {Zhou, Luping and Wang, Lei and Zhang, Jianjia and Shi, Yinghuan and Gao, Yang},
title = {Revisiting Metric Learning for SPD Matrix Based Visual Representation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

CNN-Based Patch Matching for Optical Flow With Thresholded Hinge Embedding Loss
Christian Bailer,
Kiran Varanasi,
Didier Stricker
[pdf] [supp]
[bibtex]
@InProceedings{Bailer_2017_CVPR,
author = {Bailer, Christian and Varanasi, Kiran and Stricker, Didier},
title = {CNN-Based Patch Matching for Optical Flow With Thresholded Hinge Embedding Loss},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Multi-View Stereo Benchmark With High-Resolution Images and Multi-Camera Videos
Thomas Schops,
Johannes L. Schonberger,
Silvano Galliani,
Torsten Sattler,
Konrad Schindler,
Marc Pollefeys,
Andreas Geiger
[pdf] [supp]
[bibtex]
@InProceedings{Schops_2017_CVPR,
author = {Schops, Thomas and Schonberger, Johannes L. and Galliani, Silvano and Sattler, Torsten and Schindler, Konrad and Pollefeys, Marc and Geiger, Andreas},
title = {A Multi-View Stereo Benchmark With High-Resolution Images and Multi-Camera Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Snapshot Hyperspectral Light Field Imaging
Zhiwei Xiong,
Lizhi Wang,
Huiqun Li,
Dong Liu,
Feng Wu
[pdf]
[bibtex]
@InProceedings{Xiong_2017_CVPR,
author = {Xiong, Zhiwei and Wang, Lizhi and Li, Huiqun and Liu, Dong and Wu, Feng},
title = {Snapshot Hyperspectral Light Field Imaging},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths
Yanan Li,
Donghui Wang,
Huanhang Hu,
Yuetan Lin,
Yueting Zhuang
[pdf] [supp]
[bibtex]
@InProceedings{Li_2017_CVPR,
author = {Li, Yanan and Wang, Donghui and Hu, Huanhang and Lin, Yuetan and Zhuang, Yueting},
title = {Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A New Representation of Skeleton Sequences for 3D Action Recognition
Qiuhong Ke,
Mohammed Bennamoun,
Senjian An,
Ferdous Sohel,
Farid Boussaid
[pdf]
[bibtex]
@InProceedings{Ke_2017_CVPR,
author = {Ke, Qiuhong and Bennamoun, Mohammed and An, Senjian and Sohel, Ferdous and Boussaid, Farid},
title = {A New Representation of Skeleton Sequences for 3D Action Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Efficient Linear Programming for Dense CRFs
Thalaiyasingam Ajanthan,
Alban Desmaison,
Rudy Bunel,
Mathieu Salzmann,
Philip H. S. Torr,
M. Pawan Kumar
[pdf] [supp]
[bibtex]
@InProceedings{Ajanthan_2017_CVPR,
author = {Ajanthan, Thalaiyasingam and Desmaison, Alban and Bunel, Rudy and Salzmann, Mathieu and Torr, Philip H. S. and Pawan Kumar, M.},
title = {Efficient Linear Programming for Dense CRFs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Deep Match Kernels for Image-Set Classification
Haoliang Sun,
Xiantong Zhen,
Yuanjie Zheng,
Gongping Yang,
Yilong Yin,
Shuo Li
[pdf]
[bibtex]
@InProceedings{Sun_2017_CVPR,
author = {Sun, Haoliang and Zhen, Xiantong and Zheng, Yuanjie and Yang, Gongping and Yin, Yilong and Li, Shuo},
title = {Learning Deep Match Kernels for Image-Set Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection
Jiangjing Lv,
Xiaohu Shao,
Junliang Xing,
Cheng Cheng,
Xi Zhou
[pdf]
[bibtex]
@InProceedings{Lv_2017_CVPR,
author = {Lv, Jiangjing and Shao, Xiaohu and Xing, Junliang and Cheng, Cheng and Zhou, Xi},
title = {A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Product Manifold Filter: Non-Rigid Shape Correspondence via Kernel Density Estimation in the Product Space
Matthias Vestner,
Roee Litman,
Emanuele Rodola,
Alex Bronstein,
Daniel Cremers
[pdf]
[bibtex]
@InProceedings{Vestner_2017_CVPR,
author = {Vestner, Matthias and Litman, Roee and Rodola, Emanuele and Bronstein, Alex and Cremers, Daniel},
title = {Product Manifold Filter: Non-Rigid Shape Correspondence via Kernel Density Estimation in the Product Space},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Elastic Shape-From-Template With Spatially Sparse Deforming Forces
Abed Malti,
Cedric Herzet
[pdf]
[bibtex]
@InProceedings{Malti_2017_CVPR,
author = {Malti, Abed and Herzet, Cedric},
title = {Elastic Shape-From-Template With Spatially Sparse Deforming Forces},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A General Framework for Curve and Surface Comparison and Registration With Oriented Varifolds
Irene Kaltenmark,
Benjamin Charlier,
Nicolas Charon
[pdf]
[bibtex]
@InProceedings{Kaltenmark_2017_CVPR,
author = {Kaltenmark, Irene and Charlier, Benjamin and Charon, Nicolas},
title = {A General Framework for Curve and Surface Comparison and Registration With Oriented Varifolds},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

BranchOut: Regularization for Online Ensemble Tracking With Convolutional Neural Networks
Bohyung Han,
Jack Sim,
Hartwig Adam
[pdf]
[bibtex]
@InProceedings{Han_2017_CVPR,
author = {Han, Bohyung and Sim, Jack and Adam, Hartwig},
title = {BranchOut: Regularization for Online Ensemble Tracking With Convolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Expert Gate: Lifelong Learning With a Network of Experts
Rahaf Aljundi,
Punarjay Chakravarty,
Tinne Tuytelaars
[pdf] [supp]
[bibtex]
@InProceedings{Aljundi_2017_CVPR,
author = {Aljundi, Rahaf and Chakravarty, Punarjay and Tuytelaars, Tinne},
title = {Expert Gate: Lifelong Learning With a Network of Experts},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos
Amlan Kar,
Nishant Rai,
Karan Sikka,
Gaurav Sharma
[pdf]
[bibtex]
@InProceedings{Kar_2017_CVPR,
author = {Kar, Amlan and Rai, Nishant and Sikka, Karan and Sharma, Gaurav},
title = {AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Motion Patterns in Videos
Pavel Tokmakov,
Karteek Alahari,
Cordelia Schmid
[pdf]
[bibtex]
@InProceedings{Tokmakov_2017_CVPR,
author = {Tokmakov, Pavel and Alahari, Karteek and Schmid, Cordelia},
title = {Learning Motion Patterns in Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Provable Self-Representation Based Outlier Detection in a Union of Subspaces
Chong You,
Daniel P. Robinson,
Rene Vidal
[pdf]
[bibtex]
@InProceedings{You_2017_CVPR,
author = {You, Chong and Robinson, Daniel P. and Vidal, Rene},
title = {Provable Self-Representation Based Outlier Detection in a Union of Subspaces},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Structured Learning for Facial Action Unit Intensity Estimation
Robert Walecki,
Ognjen (Oggi) Rudovic,
Vladimir Pavlovic,
Bjoern Schuller,
Maja Pantic
[pdf]
[bibtex]
@InProceedings{Walecki_2017_CVPR,
author = {Walecki, Robert and (Oggi) Rudovic, Ognjen and Pavlovic, Vladimir and Schuller, Bjoern and Pantic, Maja},
title = {Deep Structured Learning for Facial Action Unit Intensity Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Joint Detection and Identification Feature Learning for Person Search
Tong Xiao,
Shuang Li,
Bochao Wang,
Liang Lin,
Xiaogang Wang
[pdf]
[bibtex]
@InProceedings{Xiao_2017_CVPR,
author = {Xiao, Tong and Li, Shuang and Wang, Bochao and Lin, Liang and Wang, Xiaogang},
title = {Joint Detection and Identification Feature Learning for Person Search},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning to Align Semantic Segmentation and 2.5D Maps for Geolocalization
Anil Armagan,
Martin Hirzer,
Peter M. Roth,
Vincent Lepetit
[pdf]
[bibtex]
@InProceedings{Armagan_2017_CVPR,
author = {Armagan, Anil and Hirzer, Martin and Roth, Peter M. and Lepetit, Vincent},
title = {Learning to Align Semantic Segmentation and 2.5D Maps for Geolocalization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

LCR-Net: Localization-Classification-Regression for Human Pose
Gregory Rogez,
Philippe Weinzaepfel,
Cordelia Schmid
[pdf]
[bibtex]
@InProceedings{Rogez_2017_CVPR,
author = {Rogez, Gregory and Weinzaepfel, Philippe and Schmid, Cordelia},
title = {LCR-Net: Localization-Classification-Regression for Human Pose},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Primary Object Segmentation in Videos Based on Region Augmentation and Reduction
Yeong Jun Koh,
Chang-Su Kim
[pdf]
[bibtex]
@InProceedings{Koh_2017_CVPR,
author = {Jun Koh, Yeong and Kim, Chang-Su},
title = {Primary Object Segmentation in Videos Based on Region Augmentation and Reduction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos
Hou-Ning Hu,
Yen-Chen Lin,
Ming-Yu Liu,
Hsien-Tzu Cheng,
Yung-Ju Chang,
Min Sun
[pdf] [supp]
[bibtex]
@InProceedings{Hu_2017_CVPR,
author = {Hu, Hou-Ning and Lin, Yen-Chen and Liu, Ming-Yu and Cheng, Hsien-Tzu and Chang, Yung-Ju and Sun, Min},
title = {Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning and Refining of Privileged Information-Based RNNs for Action Recognition From Depth Sequences
Zhiyuan Shi,
Tae-Kyun Kim
[pdf]
[bibtex]
@InProceedings{Shi_2017_CVPR,
author = {Shi, Zhiyuan and Kim, Tae-Kyun},
title = {Learning and Refining of Privileged Information-Based RNNs for Action Recognition From Depth Sequences},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Simultaneous Facial Landmark Detection, Pose and Deformation Estimation Under Facial Occlusion
Yue Wu,
Chao Gou,
Qiang Ji
[pdf]
[bibtex]
@InProceedings{Wu_2017_CVPR,
author = {Wu, Yue and Gou, Chao and Ji, Qiang},
title = {Simultaneous Facial Landmark Detection, Pose and Deformation Estimation Under Facial Occlusion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Domain Based Approach to Social Relation Recognition
Qianru Sun,
Bernt Schiele,
Mario Fritz
[pdf] [supp]
[bibtex]
@InProceedings{Sun_2017_CVPR,
author = {Sun, Qianru and Schiele, Bernt and Fritz, Mario},
title = {A Domain Based Approach to Social Relation Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Fractal Dimension Invariant Filtering and Its CNN-Based Implementation
Hongteng Xu,
Junchi Yan,
Nils Persson,
Weiyao Lin,
Hongyuan Zha
[pdf]
[bibtex]
@InProceedings{Xu_2017_CVPR,
author = {Xu, Hongteng and Yan, Junchi and Persson, Nils and Lin, Weiyao and Zha, Hongyuan},
title = {Fractal Dimension Invariant Filtering and Its CNN-Based Implementation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Transformation-Grounded Image Generation Network for Novel 3D View Synthesis
Eunbyung Park,
Jimei Yang,
Ersin Yumer,
Duygu Ceylan,
Alexander C. Berg
[pdf] [supp]
[bibtex]
@InProceedings{Park_2017_CVPR,
author = {Park, Eunbyung and Yang, Jimei and Yumer, Ersin and Ceylan, Duygu and Berg, Alexander C.},
title = {Transformation-Grounded Image Generation Network for Novel 3D View Synthesis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Noise-Blind Image Deblurring
Meiguang Jin,
Stefan Roth,
Paolo Favaro
[pdf] [supp]
[bibtex]
@InProceedings{Jin_2017_CVPR,
author = {Jin, Meiguang and Roth, Stefan and Favaro, Paolo},
title = {Noise-Blind Image Deblurring},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Multi-Scale FCN With Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild
Dafang He,
Xiao Yang,
Chen Liang,
Zihan Zhou,
Alexander G. Ororbi II,
Daniel Kifer,
C. Lee Giles
[pdf] [supp]
[bibtex]
@InProceedings{He_2017_CVPR,
author = {He, Dafang and Yang, Xiao and Liang, Chen and Zhou, Zihan and Ororbi, II, Alexander G. and Kifer, Daniel and Lee Giles, C.},
title = {Multi-Scale FCN With Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Combining Bottom-Up, Top-Down, and Smoothness Cues for Weakly Supervised Image Segmentation
Anirban Roy,
Sinisa Todorovic
[pdf]
[bibtex]
@InProceedings{Roy_2017_CVPR,
author = {Roy, Anirban and Todorovic, Sinisa},
title = {Combining Bottom-Up, Top-Down, and Smoothness Cues for Weakly Supervised Image Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Multiple People Tracking by Lifted Multicut and Person Re-Identification
Siyu Tang,
Mykhaylo Andriluka,
Bjoern Andres,
Bernt Schiele
[pdf]
[bibtex]
@InProceedings{Tang_2017_CVPR,
author = {Tang, Siyu and Andriluka, Mykhaylo and Andres, Bjoern and Schiele, Bernt},
title = {Multiple People Tracking by Lifted Multicut and Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Filter Flow Made Practical: Massively Parallel and Lock-Free
Sathya N. Ravi,
Yunyang Xiong,
Lopamudra Mukherjee,
Vikas Singh
[pdf]
[bibtex]
@InProceedings{Ravi_2017_CVPR,
author = {Ravi, Sathya N. and Xiong, Yunyang and Mukherjee, Lopamudra and Singh, Vikas},
title = {Filter Flow Made Practical: Massively Parallel and Lock-Free},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Acquiring Axially-Symmetric Transparent Objects Using Single-View Transmission Imaging
Jaewon Kim,
Ilya Reshetouski,
Abhijeet Ghosh
[pdf] [supp]
[bibtex]
@InProceedings{Kim_2017_CVPR,
author = {Kim, Jaewon and Reshetouski, Ilya and Ghosh, Abhijeet},
title = {Acquiring Axially-Symmetric Transparent Objects Using Single-View Transmission Imaging},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Online Graph Completion: Multivariate Signal Recovery in Computer Vision
Won Hwa Kim,
Mona Jalal,
Seongjae Hwang,
Sterling C. Johnson,
Vikas Singh
[pdf]
[bibtex]
@InProceedings{Kim_2017_CVPR,
author = {Hwa Kim, Won and Jalal, Mona and Hwang, Seongjae and Johnson, Sterling C. and Singh, Vikas},
title = {Online Graph Completion: Multivariate Signal Recovery in Computer Vision},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

OctNet: Learning Deep 3D Representations at High Resolutions
Gernot Riegler,
Ali Osman Ulusoy,
Andreas Geiger
[pdf] [supp]
[bibtex]
@InProceedings{Riegler_2017_CVPR,
author = {Riegler, Gernot and Osman Ulusoy, Ali and Geiger, Andreas},
title = {OctNet: Learning Deep 3D Representations at High Resolutions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Non-Local Color Image Denoising With Convolutional Neural Networks
Stamatios Lefkimmiatis
[pdf] [supp]
[bibtex]
@InProceedings{Lefkimmiatis_2017_CVPR,
author = {Lefkimmiatis, Stamatios},
title = {Non-Local Color Image Denoising With Convolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data
Joel Janai,
Fatma Guney,
Jonas Wulff,
Michael J. Black,
Andreas Geiger
[pdf] [supp]
[bibtex]
@InProceedings{Janai_2017_CVPR,
author = {Janai, Joel and Guney, Fatma and Wulff, Jonas and Black, Michael J. and Geiger, Andreas},
title = {Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Cross-View Image Matching for Geo-Localization in Urban Environments
Yicong Tian,
Chen Chen,
Mubarak Shah
[pdf]
[bibtex]
@InProceedings{Tian_2017_CVPR,
author = {Tian, Yicong and Chen, Chen and Shah, Mubarak},
title = {Cross-View Image Matching for Geo-Localization in Urban Environments},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Improving Pairwise Ranking for Multi-Label Image Classification
Yuncheng Li,
Yale Song,
Jiebo Luo
[pdf]
[bibtex]
@InProceedings{Li_2017_CVPR,
author = {Li, Yuncheng and Song, Yale and Luo, Jiebo},
title = {Improving Pairwise Ranking for Multi-Label Image Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Webly Supervised Semantic Segmentation
Bin Jin,
Maria V. Ortiz Segovia,
Sabine Susstrunk
[pdf]
[bibtex]
@InProceedings{Jin_2017_CVPR,
author = {Jin, Bin and Ortiz Segovia, Maria V. and Susstrunk, Sabine},
title = {Webly Supervised Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Self-Supervised Video Representation Learning With Odd-One-Out Networks
Basura Fernando,
Hakan Bilen,
Efstratios Gavves,
Stephen Gould
[pdf]
[bibtex]
@InProceedings{Fernando_2017_CVPR,
author = {Fernando, Basura and Bilen, Hakan and Gavves, Efstratios and Gould, Stephen},
title = {Self-Supervised Video Representation Learning With Odd-One-Out Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Fast Video Classification via Adaptive Cascading of Deep Models
Haichen Shen,
Seungyeop Han,
Matthai Philipose,
Arvind Krishnamurthy
[pdf] [supp]
[bibtex]
@InProceedings{Shen_2017_CVPR,
author = {Shen, Haichen and Han, Seungyeop and Philipose, Matthai and Krishnamurthy, Arvind},
title = {Fast Video Classification via Adaptive Cascading of Deep Models},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Non-Contact Full Field Vibration Measurement Based on Phase-Shifting
Hiroyuki Kayaba,
Yuji Kokumai
[pdf]
[bibtex]
@InProceedings{Kayaba_2017_CVPR,
author = {Kayaba, Hiroyuki and Kokumai, Yuji},
title = {Non-Contact Full Field Vibration Measurement Based on Phase-Shifting},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

FusionSeg: Learning to Combine Motion and Appearance for Fully Automatic Segmentation of Generic Objects in Videos
Suyog Dutt Jain,
Bo Xiong,
Kristen Grauman
[pdf] [supp]
[bibtex]
@InProceedings{Jain_2017_CVPR,
author = {Dutt Jain, Suyog and Xiong, Bo and Grauman, Kristen},
title = {FusionSeg: Learning to Combine Motion and Appearance for Fully Automatic Segmentation of Generic Objects in Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold
YoungJoon Yoo,
Sangdoo Yun,
Hyung Jin Chang,
Yiannis Demiris,
Jin Young Choi
[pdf] [supp]
[bibtex]
@InProceedings{Yoo_2017_CVPR,
author = {Yoo, YoungJoon and Yun, Sangdoo and Jin Chang, Hyung and Demiris, Yiannis and Young Choi, Jin},
title = {Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Temporal Action Localization by Structured Maximal Sums
Zehuan Yuan,
Jonathan C. Stroud,
Tong Lu,
Jia Deng
[pdf]
[bibtex]
@InProceedings{Yuan_2017_CVPR,
author = {Yuan, Zehuan and Stroud, Jonathan C. and Lu, Tong and Deng, Jia},
title = {Temporal Action Localization by Structured Maximal Sums},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs
Martin Simonovsky,
Nikos Komodakis
[pdf] [supp]
[bibtex]
@InProceedings{Simonovsky_2017_CVPR,
author = {Simonovsky, Martin and Komodakis, Nikos},
title = {Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Synthesizing Normalized Faces From Facial Identity Features
Forrester Cole,
David Belanger,
Dilip Krishnan,
Aaron Sarna,
Inbar Mosseri,
William T. Freeman
[pdf] [supp]
[bibtex]
@InProceedings{Cole_2017_CVPR,
author = {Cole, Forrester and Belanger, David and Krishnan, Dilip and Sarna, Aaron and Mosseri, Inbar and Freeman, William T.},
title = {Synthesizing Normalized Faces From Facial Identity Features},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Task-Driven Dynamic Fusion: Reducing Ambiguity in Video Description
Xishan Zhang,
Ke Gao,
Yongdong Zhang,
Dongming Zhang,
Jintao Li,
Qi Tian
[pdf]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Xishan and Gao, Ke and Zhang, Yongdong and Zhang, Dongming and Li, Jintao and Tian, Qi},
title = {Task-Driven Dynamic Fusion: Reducing Ambiguity in Video Description},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks
Konstantinos Bousmalis,
Nathan Silberman,
David Dohan,
Dumitru Erhan,
Dilip Krishnan
[pdf] [supp]
[bibtex]
@InProceedings{Bousmalis_2017_CVPR,
author = {Bousmalis, Konstantinos and Silberman, Nathan and Dohan, David and Erhan, Dumitru and Krishnan, Dilip},
title = {Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Simultaneous Visual Data Completion and Denoising Based on Tensor Rank and Total Variation Minimization and Its Primal-Dual Splitting Algorithm
Tatsuya Yokota,
Hidekata Hontani
[pdf]
[bibtex]
@InProceedings{Yokota_2017_CVPR,
author = {Yokota, Tatsuya and Hontani, Hidekata},
title = {Simultaneous Visual Data Completion and Denoising Based on Tensor Rank and Total Variation Minimization and Its Primal-Dual Splitting Algorithm},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Point to Set Similarity Based Deep Feature Learning for Person Re-Identification
Sanping Zhou,
Jinjun Wang,
Jiayun Wang,
Yihong Gong,
Nanning Zheng
[pdf]
[bibtex]
@InProceedings{Zhou_2017_CVPR,
author = {Zhou, Sanping and Wang, Jinjun and Wang, Jiayun and Gong, Yihong and Zheng, Nanning},
title = {Point to Set Similarity Based Deep Feature Learning for Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Gated Feedback Refinement Network for Dense Image Labeling
Md Amirul Islam,
Mrigank Rochan,
Neil D. B. Bruce,
Yang Wang
[pdf]
[bibtex]
@InProceedings{Islam_2017_CVPR,
author = {Amirul Islam, Md and Rochan, Mrigank and Bruce, Neil D. B. and Wang, Yang},
title = {Gated Feedback Refinement Network for Dense Image Labeling},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Hallucinating Very Low-Resolution Unaligned and Noisy Face Images by Transformative Discriminative Autoencoders
Xin Yu,
Fatih Porikli
[pdf]
[bibtex]
@InProceedings{Yu_2017_CVPR,
author = {Yu, Xin and Porikli, Fatih},
title = {Hallucinating Very Low-Resolution Unaligned and Noisy Face Images by Transformative Discriminative Autoencoders},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Dynamic Guidance for Depth Image Enhancement
Shuhang Gu,
Wangmeng Zuo,
Shi Guo,
Yunjin Chen,
Chongyu Chen,
Lei Zhang
[pdf]
[bibtex]
@InProceedings{Gu_2017_CVPR,
author = {Gu, Shuhang and Zuo, Wangmeng and Guo, Shi and Chen, Yunjin and Chen, Chongyu and Zhang, Lei},
title = {Learning Dynamic Guidance for Depth Image Enhancement},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

3D Shape Segmentation With Projective Convolutional Networks
Evangelos Kalogerakis,
Melinos Averkiou,
Subhransu Maji,
Siddhartha Chaudhuri
[pdf] [supp]
[bibtex]
@InProceedings{Kalogerakis_2017_CVPR,
author = {Kalogerakis, Evangelos and Averkiou, Melinos and Maji, Subhransu and Chaudhuri, Siddhartha},
title = {3D Shape Segmentation With Projective Convolutional Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Image Harmonization
Yi-Hsuan Tsai,
Xiaohui Shen,
Zhe Lin,
Kalyan Sunkavalli,
Xin Lu,
Ming-Hsuan Yang
[pdf] [supp]
[bibtex]
@InProceedings{Tsai_2017_CVPR,
author = {Tsai, Yi-Hsuan and Shen, Xiaohui and Lin, Zhe and Sunkavalli, Kalyan and Lu, Xin and Yang, Ming-Hsuan},
title = {Deep Image Harmonization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Matrix Tri-Factorization With Manifold Regularizations for Zero-Shot Learning
Xing Xu,
Fumin Shen,
Yang Yang,
Dongxiang Zhang,
Heng Tao Shen,
Jingkuan Song
[pdf]
[bibtex]
@InProceedings{Xu_2017_CVPR,
author = {Xu, Xing and Shen, Fumin and Yang, Yang and Zhang, Dongxiang and Tao Shen, Heng and Song, Jingkuan},
title = {Matrix Tri-Factorization With Manifold Regularizations for Zero-Shot Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Spatio-Temporal Alignment of Non-Overlapping Sequences From Independently Panning Cameras
Seyed Morteza Safdarnejad,
Xiaoming Liu
[pdf]
[bibtex]
@InProceedings{Safdarnejad_2017_CVPR,
author = {Morteza Safdarnejad, Seyed and Liu, Xiaoming},
title = {Spatio-Temporal Alignment of Non-Overlapping Sequences From Independently Panning Cameras},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Fully Convolutional Networks for Iterative Non-Blind Deconvolution
Jiawei Zhang,
Jinshan Pan,
Wei-Sheng Lai,
Rynson W. H. Lau,
Ming-Hsuan Yang
[pdf]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Jiawei and Pan, Jinshan and Lai, Wei-Sheng and Lau, Rynson W. H. and Yang, Ming-Hsuan},
title = {Learning Fully Convolutional Networks for Iterative Non-Blind Deconvolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Seeing Into Darkness: Scotopic Visual Recognition
Bo Chen,
Pietro Perona
[pdf] [supp]
[bibtex]
@InProceedings{Chen_2017_CVPR,
author = {Chen, Bo and Perona, Pietro},
title = {Seeing Into Darkness: Scotopic Visual Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Distinguishing the Indistinguishable: Exploring Structural Ambiguities via Geodesic Context
Qingan Yan,
Long Yang,
Ling Zhang,
Chunxia Xiao
[pdf]
[bibtex]
@InProceedings{Yan_2017_CVPR,
author = {Yan, Qingan and Yang, Long and Zhang, Ling and Xiao, Chunxia},
title = {Distinguishing the Indistinguishable: Exploring Structural Ambiguities via Geodesic Context},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning an Invariant Hilbert Space for Domain Adaptation
Samitha Herath,
Mehrtash Harandi,
Fatih Porikli
[pdf] [supp]
[bibtex]
@InProceedings{Herath_2017_CVPR,
author = {Herath, Samitha and Harandi, Mehrtash and Porikli, Fatih},
title = {Learning an Invariant Hilbert Space for Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Removing Rain From Single Images via a Deep Detail Network
Xueyang Fu,
Jiabin Huang,
Delu Zeng,
Yue Huang,
Xinghao Ding,
John Paisley
[pdf]
[bibtex]
@InProceedings{Fu_2017_CVPR,
author = {Fu, Xueyang and Huang, Jiabin and Zeng, Delu and Huang, Yue and Ding, Xinghao and Paisley, John},
title = {Removing Rain From Single Images via a Deep Detail Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Binarized Mode Seeking for Scalable Visual Pattern Discovery
Wei Zhang,
Xiaochun Cao,
Rui Wang,
Yuanfang Guo,
Zhineng Chen
[pdf]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Wei and Cao, Xiaochun and Wang, Rui and Guo, Yuanfang and Chen, Zhineng},
title = {Binarized Mode Seeking for Scalable Visual Pattern Discovery},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Fast Person Re-Identification via Cross-Camera Semantic Binary Transformation
Jiaxin Chen,
Yunhong Wang,
Jie Qin,
Li Liu,
Ling Shao
[pdf]
[bibtex]
@InProceedings{Chen_2017_CVPR,
author = {Chen, Jiaxin and Wang, Yunhong and Qin, Jie and Liu, Li and Shao, Ling},
title = {Fast Person Re-Identification via Cross-Camera Semantic Binary Transformation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring
Seungjun Nah,
Tae Hyun Kim,
Kyoung Mu Lee
[pdf] [supp]
[bibtex]
@InProceedings{Nah_2017_CVPR,
author = {Nah, Seungjun and Hyun Kim, Tae and Mu Lee, Kyoung},
title = {Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Crisp Boundaries
Yupei Wang,
Xin Zhao,
Kaiqi Huang
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Yupei and Zhao, Xin and Huang, Kaiqi},
title = {Deep Crisp Boundaries},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks
Haomiao Liu,
Ruiping Wang,
Shiguang Shan,
Xilin Chen
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2017_CVPR,
author = {Liu, Haomiao and Wang, Ruiping and Shan, Shiguang and Chen, Xilin},
title = {Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Generative Face Completion
Yijun Li,
Sifei Liu,
Jimei Yang,
Ming-Hsuan Yang
[pdf]
[bibtex]
@InProceedings{Li_2017_CVPR,
author = {Li, Yijun and Liu, Sifei and Yang, Jimei and Yang, Ming-Hsuan},
title = {Generative Face Completion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Diversified Texture Synthesis With Feed-Forward Networks
Yijun Li,
Chen Fang,
Jimei Yang,
Zhaowen Wang,
Xin Lu,
Ming-Hsuan Yang
[pdf]
[bibtex]
@InProceedings{Li_2017_CVPR,
author = {Li, Yijun and Fang, Chen and Yang, Jimei and Wang, Zhaowen and Lu, Xin and Yang, Ming-Hsuan},
title = {Diversified Texture Synthesis With Feed-Forward Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Deep CNN Denoiser Prior for Image Restoration
Kai Zhang,
Wangmeng Zuo,
Shuhang Gu,
Lei Zhang
[pdf]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Kai and Zuo, Wangmeng and Gu, Shuhang and Zhang, Lei},
title = {Learning Deep CNN Denoiser Prior for Image Restoration},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Fast Multi-Frame Stereo Scene Flow With Motion Segmentation
Tatsunori Taniai,
Sudipta N. Sinha,
Yoichi Sato
[pdf] [supp]
[bibtex]
@InProceedings{Taniai_2017_CVPR,
author = {Taniai, Tatsunori and Sinha, Sudipta N. and Sato, Yoichi},
title = {Fast Multi-Frame Stereo Scene Flow With Motion Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

DeepPermNet: Visual Permutation Learning
Rodrigo Santa Cruz,
Basura Fernando,
Anoop Cherian,
Stephen Gould
[pdf]
[bibtex]
@InProceedings{Cruz_2017_CVPR,
author = {Santa Cruz, Rodrigo and Fernando, Basura and Cherian, Anoop and Gould, Stephen},
title = {DeepPermNet: Visual Permutation Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Light Field Blind Motion Deblurring
Pratul P. Srinivasan,
Ren Ng,
Ravi Ramamoorthi
[pdf]
[bibtex]
@InProceedings{Srinivasan_2017_CVPR,
author = {Srinivasan, Pratul P. and Ng, Ren and Ramamoorthi, Ravi},
title = {Light Field Blind Motion Deblurring},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Wetness and Color From a Single Multispectral Image
Mihoko Shimano,
Hiroki Okawa,
Yuta Asano,
Ryoma Bise,
Ko Nishino,
Imari Sato
[pdf]
[bibtex]
@InProceedings{Shimano_2017_CVPR,
author = {Shimano, Mihoko and Okawa, Hiroki and Asano, Yuta and Bise, Ryoma and Nishino, Ko and Sato, Imari},
title = {Wetness and Color From a Single Multispectral Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Seeing Invisible Poses: Estimating 3D Body Pose From Egocentric Video
Hao Jiang,
Kristen Grauman
[pdf]
[bibtex]
@InProceedings{Jiang_2017_CVPR,
author = {Jiang, Hao and Grauman, Kristen},
title = {Seeing Invisible Poses: Estimating 3D Body Pose From Egocentric Video},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Controlling Perceptual Factors in Neural Style Transfer
Leon A. Gatys,
Alexander S. Ecker,
Matthias Bethge,
Aaron Hertzmann,
Eli Shechtman
[pdf]
[bibtex]
@InProceedings{Gatys_2017_CVPR,
author = {Gatys, Leon A. and Ecker, Alexander S. and Bethge, Matthias and Hertzmann, Aaron and Shechtman, Eli},
title = {Controlling Perceptual Factors in Neural Style Transfer},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning to Rank Retargeted Images
Yang Chen,
Yong-Jin Liu,
Yu-Kun Lai
[pdf]
[bibtex]
@InProceedings{Chen_2017_CVPR,
author = {Chen, Yang and Liu, Yong-Jin and Lai, Yu-Kun},
title = {Learning to Rank Retargeted Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Image Deblurring via Extreme Channels Prior
Yanyang Yan,
Wenqi Ren,
Yuanfang Guo,
Rui Wang,
Xiaochun Cao
[pdf] [supp]
[bibtex]
@InProceedings{Yan_2017_CVPR,
author = {Yan, Yanyang and Ren, Wenqi and Guo, Yuanfang and Wang, Rui and Cao, Xiaochun},
title = {Image Deblurring via Extreme Channels Prior},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Fixed-Point Factorized Networks
Peisong Wang,
Jian Cheng
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Peisong and Cheng, Jian},
title = {Fixed-Point Factorized Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Large Margin Object Tracking With Circulant Feature Maps
Mengmeng Wang,
Yong Liu,
Zeyi Huang
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Mengmeng and Liu, Yong and Huang, Zeyi},
title = {Large Margin Object Tracking With Circulant Feature Maps},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Residual Images for Face Attribute Manipulation
Wei Shen,
Rujie Liu
[pdf]
[bibtex]
@InProceedings{Shen_2017_CVPR,
author = {Shen, Wei and Liu, Rujie},
title = {Learning Residual Images for Face Attribute Manipulation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

One-Shot Hyperspectral Imaging Using Faced Reflectors
Tsuyoshi Takatani,
Takahito Aoto,
Yasuhiro Mukaigawa
[pdf]
[bibtex]
@InProceedings{Takatani_2017_CVPR,
author = {Takatani, Tsuyoshi and Aoto, Takahito and Mukaigawa, Yasuhiro},
title = {One-Shot Hyperspectral Imaging Using Faced Reflectors},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Video2Shop: Exact Matching Clothes in Videos to Online Shopping Images
Zhi-Qi Cheng,
Xiao Wu,
Yang Liu,
Xian-Sheng Hua
[pdf]
[bibtex]
@InProceedings{Cheng_2017_CVPR,
author = {Cheng, Zhi-Qi and Wu, Xiao and Liu, Yang and Hua, Xian-Sheng},
title = {Video2Shop: Exact Matching Clothes in Videos to Online Shopping Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors
Tai-Xiang Jiang,
Ting-Zhu Huang,
Xi-Le Zhao,
Liang-Jian Deng,
Yao Wang
[pdf] [supp]
[bibtex]
@InProceedings{Jiang_2017_CVPR,
author = {Jiang, Tai-Xiang and Huang, Ting-Zhu and Zhao, Xi-Le and Deng, Liang-Jian and Wang, Yao},
title = {A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

DeshadowNet: A Multi-Context Embedding Deep Network for Shadow Removal
Liangqiong Qu,
Jiandong Tian,
Shengfeng He,
Yandong Tang,
Rynson W. H. Lau
[pdf]
[bibtex]
@InProceedings{Qu_2017_CVPR,
author = {Qu, Liangqiong and Tian, Jiandong and He, Shengfeng and Tang, Yandong and Lau, Rynson W. H.},
title = {DeshadowNet: A Multi-Context Embedding Deep Network for Shadow Removal},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval
Devraj Mandal,
Kunal N. Chaudhury,
Soma Biswas
[pdf]
[bibtex]
@InProceedings{Mandal_2017_CVPR,
author = {Mandal, Devraj and Chaudhury, Kunal N. and Biswas, Soma},
title = {Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling
Yuanming Hu,
Baoyuan Wang,
Stephen Lin
[pdf] [supp]
[bibtex]
@InProceedings{Hu_2017_CVPR,
author = {Hu, Yuanming and Wang, Baoyuan and Lin, Stephen},
title = {FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Template-Based Monocular 3D Recovery of Elastic Shapes Using Lagrangian Multipliers
Nazim Haouchine,
Stephane Cotin
[pdf]
[bibtex]
@InProceedings{Haouchine_2017_CVPR,
author = {Haouchine, Nazim and Cotin, Stephane},
title = {Template-Based Monocular 3D Recovery of Elastic Shapes Using Lagrangian Multipliers},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Discriminative Optimization: Theory and Applications to Point Cloud Registration
Jayakorn Vongkulbhisal,
Fernando De la Torre,
Joao P. Costeira
[pdf] [supp]
[bibtex]
@InProceedings{Vongkulbhisal_2017_CVPR,
author = {Vongkulbhisal, Jayakorn and De la Torre, Fernando and Costeira, Joao P.},
title = {Discriminative Optimization: Theory and Applications to Point Cloud Registration},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Fine-Grained Recognition of Thousands of Object Categories With Single-Example Training
Leonid Karlinsky,
Joseph Shtok,
Yochay Tzur,
Asaf Tzadok
[pdf] [supp]
[bibtex]
@InProceedings{Karlinsky_2017_CVPR,
author = {Karlinsky, Leonid and Shtok, Joseph and Tzur, Yochay and Tzadok, Asaf},
title = {Fine-Grained Recognition of Thousands of Object Categories With Single-Example Training},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Co-Occurrence Feature Learning for Visual Object Recognition
Ya-Fang Shih,
Yang-Ming Yeh,
Yen-Yu Lin,
Ming-Fang Weng,
Yi-Chang Lu,
Yung-Yu Chuang
[pdf]
[bibtex]
@InProceedings{Shih_2017_CVPR,
author = {Shih, Ya-Fang and Yeh, Yang-Ming and Lin, Yen-Yu and Weng, Ming-Fang and Lu, Yi-Chang and Chuang, Yung-Yu},
title = {Deep Co-Occurrence Feature Learning for Visual Object Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Gift From Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning
Junho Yim,
Donggyu Joo,
Jihoon Bae,
Junmo Kim
[pdf]
[bibtex]
@InProceedings{Yim_2017_CVPR,
author = {Yim, Junho and Joo, Donggyu and Bae, Jihoon and Kim, Junmo},
title = {A Gift From Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

What Is and What Is Not a Salient Object? Learning Salient Object Detector by Ensembling Linear Exemplar Regressors
Changqun Xia,
Jia Li,
Xiaowu Chen,
Anlin Zheng,
Yu Zhang
[pdf]
[bibtex]
@InProceedings{Xia_2017_CVPR,
author = {Xia, Changqun and Li, Jia and Chen, Xiaowu and Zheng, Anlin and Zhang, Yu},
title = {What Is and What Is Not a Salient Object? Learning Salient Object Detector by Ensembling Linear Exemplar Regressors},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes
Tobias Pohlen,
Alexander Hermans,
Markus Mathias,
Bastian Leibe
[pdf]
[bibtex]
@InProceedings{Pohlen_2017_CVPR,
author = {Pohlen, Tobias and Hermans, Alexander and Mathias, Markus and Leibe, Bastian},
title = {Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Optical Flow Estimation Using a Spatial Pyramid Network
Anurag Ranjan,
Michael J. Black
[pdf]
[bibtex]
@InProceedings{Ranjan_2017_CVPR,
author = {Ranjan, Anurag and Black, Michael J.},
title = {Optical Flow Estimation Using a Spatial Pyramid Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Spatio-Temporal Naive-Bayes Nearest-Neighbor (ST-NBNN) for Skeleton-Based Action Recognition
Junwu Weng,
Chaoqun Weng,
Junsong Yuan
[pdf]
[bibtex]
@InProceedings{Weng_2017_CVPR,
author = {Weng, Junwu and Weng, Chaoqun and Yuan, Junsong},
title = {Spatio-Temporal Naive-Bayes Nearest-Neighbor (ST-NBNN) for Skeleton-Based Action Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

GMS: Grid-based Motion Statistics for Fast, Ultra-Robust Feature Correspondence
JiaWang Bian,
Wen-Yan Lin,
Yasuyuki Matsushita,
Sai-Kit Yeung,
Tan-Dat Nguyen,
Ming-Ming Cheng
[pdf] [supp]
[bibtex]
@InProceedings{Bian_2017_CVPR,
author = {Bian, JiaWang and Lin, Wen-Yan and Matsushita, Yasuyuki and Yeung, Sai-Kit and Nguyen, Tan-Dat and Cheng, Ming-Ming},
title = {GMS: Grid-based Motion Statistics for Fast, Ultra-Robust Feature Correspondence},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Detailed, Accurate, Human Shape Estimation From Clothed 3D Scan Sequences
Chao Zhang,
Sergi Pujades,
Michael J. Black,
Gerard Pons-Moll
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Chao and Pujades, Sergi and Black, Michael J. and Pons-Moll, Gerard},
title = {Detailed, Accurate, Human Shape Estimation From Clothed 3D Scan Sequences},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Active Convolution: Learning the Shape of Convolution for Image Classification
Yunho Jeon,
Junmo Kim
[pdf]
[bibtex]
@InProceedings{Jeon_2017_CVPR,
author = {Jeon, Yunho and Kim, Junmo},
title = {Active Convolution: Learning the Shape of Convolution for Image Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Video Desnowing and Deraining Based on Matrix Decomposition
Weihong Ren,
Jiandong Tian,
Zhi Han,
Antoni Chan,
Yandong Tang
[pdf]
[bibtex]
@InProceedings{Ren_2017_CVPR,
author = {Ren, Weihong and Tian, Jiandong and Han, Zhi and Chan, Antoni and Tang, Yandong},
title = {Video Desnowing and Deraining Based on Matrix Decomposition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos
Jie Song,
Limin Wang,
Luc Van Gool,
Otmar Hilliges
[pdf]
[bibtex]
@InProceedings{Song_2017_CVPR,
author = {Song, Jie and Wang, Limin and Van Gool, Luc and Hilliges, Otmar},
title = {Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces
Lluis Gomez,
Yash Patel,
Marcal Rusinol,
Dimosthenis Karatzas,
C. V. Jawahar
[pdf]
[bibtex]
@InProceedings{Gomez_2017_CVPR,
author = {Gomez, Lluis and Patel, Yash and Rusinol, Marcal and Karatzas, Dimosthenis and Jawahar, C. V.},
title = {Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Coarse-To-Fine Segmentation With Shape-Tailored Continuum Scale Spaces
Naeemullah Khan,
Byung-Woo Hong,
Anthony Yezzi,
Ganesh Sundaramoorthi
[pdf] [supp]
[bibtex]
@InProceedings{Khan_2017_CVPR,
author = {Khan, Naeemullah and Hong, Byung-Woo and Yezzi, Anthony and Sundaramoorthi, Ganesh},
title = {Coarse-To-Fine Segmentation With Shape-Tailored Continuum Scale Spaces},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Minimum Delay Moving Object Detection
Dong Lao,
Ganesh Sundaramoorthi
[pdf] [supp]
[bibtex]
@InProceedings{Lao_2017_CVPR,
author = {Lao, Dong and Sundaramoorthi, Ganesh},
title = {Minimum Delay Moving Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Hyper-Laplacian Regularized Unidirectional Low-Rank Tensor Recovery for Multispectral Image Denoising
Yi Chang,
Luxin Yan,
Sheng Zhong
[pdf] [supp]
[bibtex]
@InProceedings{Chang_2017_CVPR,
author = {Chang, Yi and Yan, Luxin and Zhong, Sheng},
title = {Hyper-Laplacian Regularized Unidirectional Low-Rank Tensor Recovery for Multispectral Image Denoising},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Online Asymmetric Similarity Learning for Cross-Modal Retrieval
Yiling Wu,
Shuhui Wang,
Qingming Huang
[pdf]
[bibtex]
@InProceedings{Wu_2017_CVPR,
author = {Wu, Yiling and Wang, Shuhui and Huang, Qingming},
title = {Online Asymmetric Similarity Learning for Cross-Modal Retrieval},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Latent Multi-View Subspace Clustering
Changqing Zhang,
Qinghua Hu,
Huazhu Fu,
Pengfei Zhu,
Xiaochun Cao
[pdf]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Changqing and Hu, Qinghua and Fu, Huazhu and Zhu, Pengfei and Cao, Xiaochun},
title = {Latent Multi-View Subspace Clustering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Unsupervised Vanishing Point Detection and Camera Calibration From a Single Manhattan Image With Radial Distortion
Michel Antunes,
Joao P. Barreto,
Djamila Aouada,
Bjorn Ottersten
[pdf]
[bibtex]
@InProceedings{Antunes_2017_CVPR,
author = {Antunes, Michel and Barreto, Joao P. and Aouada, Djamila and Ottersten, Bjorn},
title = {Unsupervised Vanishing Point Detection and Camera Calibration From a Single Manhattan Image With Radial Distortion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Re-Sign: Re-Aligned End-To-End Sequence Modelling With Deep Recurrent CNN-HMMs
Oscar Koller,
Sepehr Zargaran,
Hermann Ney
[pdf]
[bibtex]
@InProceedings{Koller_2017_CVPR,
author = {Koller, Oscar and Zargaran, Sepehr and Ney, Hermann},
title = {Re-Sign: Re-Aligned End-To-End Sequence Modelling With Deep Recurrent CNN-HMMs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Improving Interpretability of Deep Neural Networks With Semantic Information
Yinpeng Dong,
Hang Su,
Jun Zhu,
Bo Zhang
[pdf] [supp]
[bibtex]
@InProceedings{Dong_2017_CVPR,
author = {Dong, Yinpeng and Su, Hang and Zhu, Jun and Zhang, Bo},
title = {Improving Interpretability of Deep Neural Networks With Semantic Information},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Social Scene Understanding: End-To-End Multi-Person Action Localization and Collective Activity Recognition
Timur Bagautdinov,
Alexandre Alahi,
Francois Fleuret,
Pascal Fua,
Silvio Savarese
[pdf]
[bibtex]
@InProceedings{Bagautdinov_2017_CVPR,
author = {Bagautdinov, Timur and Alahi, Alexandre and Fleuret, Francois and Fua, Pascal and Savarese, Silvio},
title = {Social Scene Understanding: End-To-End Multi-Person Action Localization and Collective Activity Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

UntrimmedNets for Weakly Supervised Action Recognition and Detection
Limin Wang,
Yuanjun Xiong,
Dahua Lin,
Luc Van Gool
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Limin and Xiong, Yuanjun and Lin, Dahua and Van Gool, Luc},
title = {UntrimmedNets for Weakly Supervised Action Recognition and Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Multi-Task Correlation Particle Filter for Robust Object Tracking
Tianzhu Zhang,
Changsheng Xu,
Ming-Hsuan Yang
[pdf]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Tianzhu and Xu, Changsheng and Yang, Ming-Hsuan},
title = {Multi-Task Correlation Particle Filter for Robust Object Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Improving Training of Deep Neural Networks via Singular Value Bounding
Kui Jia,
Dacheng Tao,
Shenghua Gao,
Xiangmin Xu
[pdf] [supp]
[bibtex]
@InProceedings{Jia_2017_CVPR,
author = {Jia, Kui and Tao, Dacheng and Gao, Shenghua and Xu, Xiangmin},
title = {Improving Training of Deep Neural Networks via Singular Value Bounding},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network
Chao Peng,
Xiangyu Zhang,
Gang Yu,
Guiming Luo,
Jian Sun
[pdf]
[bibtex]
@InProceedings{Peng_2017_CVPR,
author = {Peng, Chao and Zhang, Xiangyu and Yu, Gang and Luo, Guiming and Sun, Jian},
title = {Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Neural Aggregation Network for Video Face Recognition
Jiaolong Yang,
Peiran Ren,
Dongqing Zhang,
Dong Chen,
Fang Wen,
Hongdong Li,
Gang Hua
[pdf]
[bibtex]
@InProceedings{Yang_2017_CVPR,
author = {Yang, Jiaolong and Ren, Peiran and Zhang, Dongqing and Chen, Dong and Wen, Fang and Li, Hongdong and Hua, Gang},
title = {Neural Aggregation Network for Video Face Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks
Mengmi Zhang,
Keng Teck Ma,
Joo Hwee Lim,
Qi Zhao,
Jiashi Feng
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Mengmi and Teck Ma, Keng and Hwee Lim, Joo and Zhao, Qi and Feng, Jiashi},
title = {Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Simultaneous Stereo Video Deblurring and Scene Flow Estimation
Liyuan Pan,
Yuchao Dai,
Miaomiao Liu,
Fatih Porikli
[pdf]
[bibtex]
@InProceedings{Pan_2017_CVPR,
author = {Pan, Liyuan and Dai, Yuchao and Liu, Miaomiao and Porikli, Fatih},
title = {Simultaneous Stereo Video Deblurring and Scene Flow Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

An Empirical Evaluation of Visual Question Answering for Novel Objects
Santhosh K. Ramakrishnan,
Ambar Pal,
Gaurav Sharma,
Anurag Mittal
[pdf] [supp]
[bibtex]
@InProceedings{Ramakrishnan_2017_CVPR,
author = {Ramakrishnan, Santhosh K. and Pal, Ambar and Sharma, Gaurav and Mittal, Anurag},
title = {An Empirical Evaluation of Visual Question Answering for Novel Objects},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Binary Constraint Preserving Graph Matching
Bo Jiang,
Jin Tang,
Chris Ding,
Bin Luo
[pdf]
[bibtex]
@InProceedings{Jiang_2017_CVPR,
author = {Jiang, Bo and Tang, Jin and Ding, Chris and Luo, Bin},
title = {Binary Constraint Preserving Graph Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Exploiting Saliency for Object Segmentation From Image Level Labels
Seong Joon Oh,
Rodrigo Benenson,
Anna Khoreva,
Zeynep Akata,
Mario Fritz,
Bernt Schiele
[pdf] [supp]
[bibtex]
@InProceedings{Oh_2017_CVPR,
author = {Joon Oh, Seong and Benenson, Rodrigo and Khoreva, Anna and Akata, Zeynep and Fritz, Mario and Schiele, Bernt},
title = {Exploiting Saliency for Object Segmentation From Image Level Labels},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Predicting Salient Face in Multiple-Face Videos
Yufan Liu,
Songyang Zhang,
Mai Xu,
Xuming He
[pdf]
[bibtex]
@InProceedings{Liu_2017_CVPR,
author = {Liu, Yufan and Zhang, Songyang and Xu, Mai and He, Xuming},
title = {Predicting Salient Face in Multiple-Face Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos
Dingwen Zhang,
Le Yang,
Deyu Meng,
Dong Xu,
Junwei Han
[pdf]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Dingwen and Yang, Le and Meng, Deyu and Xu, Dong and Han, Junwei},
title = {SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-Grained Image Recognition
Jianlong Fu,
Heliang Zheng,
Tao Mei
[pdf]
[bibtex]
@InProceedings{Fu_2017_CVPR,
author = {Fu, Jianlong and Zheng, Heliang and Mei, Tao},
title = {Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-Grained Image Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

From Local to Global: Edge Profiles to Camera Motion in Blurred Images
Subeesh Vasu,
A. N. Rajagopalan
[pdf] [supp]
[bibtex]
@InProceedings{Vasu_2017_CVPR,
author = {Vasu, Subeesh and Rajagopalan, A. N.},
title = {From Local to Global: Edge Profiles to Camera Motion in Blurred Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

On-The-Fly Adaptation of Regression Forests for Online Camera Relocalisation
Tommaso Cavallari,
Stuart Golodetz,
Nicholas A. Lord,
Julien Valentin,
Luigi Di Stefano,
Philip H. S. Torr
[pdf] [supp]
[bibtex]
@InProceedings{Cavallari_2017_CVPR,
author = {Cavallari, Tommaso and Golodetz, Stuart and Lord, Nicholas A. and Valentin, Julien and Di Stefano, Luigi and Torr, Philip H. S.},
title = {On-The-Fly Adaptation of Regression Forests for Online Camera Relocalisation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space
Anh Nguyen,
Jeff Clune,
Yoshua Bengio,
Alexey Dosovitskiy,
Jason Yosinski
[pdf] [supp]
[bibtex]
@InProceedings{Nguyen_2017_CVPR,
author = {Nguyen, Anh and Clune, Jeff and Bengio, Yoshua and Dosovitskiy, Alexey and Yosinski, Jason},
title = {Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Domain Adaptation by Mixture of Alignments of Second- or Higher-Order Scatter Tensors
Piotr Koniusz,
Yusuf Tas,
Fatih Porikli
[pdf]
[bibtex]
@InProceedings{Koniusz_2017_CVPR,
author = {Koniusz, Piotr and Tas, Yusuf and Porikli, Fatih},
title = {Domain Adaptation by Mixture of Alignments of Second- or Higher-Order Scatter Tensors},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Generative Model for Depth-Based Robust 3D Facial Pose Tracking
Lu Sheng,
Jianfei Cai,
Tat-Jen Cham,
Vladimir Pavlovic,
King Ngi Ngan
[pdf] [supp]
[bibtex]
@InProceedings{Sheng_2017_CVPR,
author = {Sheng, Lu and Cai, Jianfei and Cham, Tat-Jen and Pavlovic, Vladimir and Ngi Ngan, King},
title = {A Generative Model for Depth-Based Robust 3D Facial Pose Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Single Image Reflection Suppression
Nikolaos Arvanitopoulos,
Radhakrishna Achanta,
Sabine Susstrunk
[pdf]
[bibtex]
@InProceedings{Arvanitopoulos_2017_CVPR,
author = {Arvanitopoulos, Nikolaos and Achanta, Radhakrishna and Susstrunk, Sabine},
title = {Single Image Reflection Suppression},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Non-Maximum Suppression
Jan Hosang,
Rodrigo Benenson,
Bernt Schiele
[pdf] [supp]
[bibtex]
@InProceedings{Hosang_2017_CVPR,
author = {Hosang, Jan and Benenson, Rodrigo and Schiele, Bernt},
title = {Learning Non-Maximum Suppression},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

BRISKS: Binary Features for Spherical Images on a Geodesic Grid
Hao Guan,
William A. P. Smith
[pdf]
[bibtex]
@InProceedings{Guan_2017_CVPR,
author = {Guan, Hao and Smith, William A. P.},
title = {BRISKS: Binary Features for Spherical Images on a Geodesic Grid},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Gaze Embeddings for Zero-Shot Image Classification
Nour Karessli,
Zeynep Akata,
Bernt Schiele,
Andreas Bulling
[pdf]
[bibtex]
@InProceedings{Karessli_2017_CVPR,
author = {Karessli, Nour and Akata, Zeynep and Schiele, Bernt and Bulling, Andreas},
title = {Gaze Embeddings for Zero-Shot Image Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment
Shuang Ma,
Jing Liu,
Chang Wen Chen
[pdf]
[bibtex]
@InProceedings{Ma_2017_CVPR,
author = {Ma, Shuang and Liu, Jing and Wen Chen, Chang},
title = {A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Toroidal Constraints for Two-Point Localization Under High Outlier Ratios
Federico Camposeco,
Torsten Sattler,
Andrea Cohen,
Andreas Geiger,
Marc Pollefeys
[pdf]
[bibtex]
@InProceedings{Camposeco_2017_CVPR,
author = {Camposeco, Federico and Sattler, Torsten and Cohen, Andrea and Geiger, Andreas and Pollefeys, Marc},
title = {Toroidal Constraints for Two-Point Localization Under High Outlier Ratios},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Hidden Layers in Perceptual Learning
Gad Cohen,
Daphna Weinshall
[pdf]
[bibtex]
@InProceedings{Cohen_2017_CVPR,
author = {Cohen, Gad and Weinshall, Daphna},
title = {Hidden Layers in Perceptual Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

InterpoNet, a Brain Inspired Neural Network for Optical Flow Dense Interpolation
Shay Zweig,
Lior Wolf
[pdf] [supp]
[bibtex]
@InProceedings{Zweig_2017_CVPR,
author = {Zweig, Shay and Wolf, Lior},
title = {InterpoNet, a Brain Inspired Neural Network for Optical Flow Dense Interpolation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning Category-Specific 3D Shape Models From Weakly Labeled 2D Images
Dingwen Zhang,
Junwei Han,
Yang Yang,
Dong Huang
[pdf]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Dingwen and Han, Junwei and Yang, Yang and Huang, Dong},
title = {Learning Category-Specific 3D Shape Models From Weakly Labeled 2D Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Zero-Shot Learning - the Good, the Bad and the Ugly
Yongqin Xian,
Bernt Schiele,
Zeynep Akata
[pdf]
[bibtex]
@InProceedings{Xian_2017_CVPR,
author = {Xian, Yongqin and Schiele, Bernt and Akata, Zeynep},
title = {Zero-Shot Learning - the Good, the Bad and the Ugly},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Learning the Multilinear Structure of Visual Data
Mengjiao Wang,
Yannis Panagakis,
Patrick Snape,
Stefanos Zafeiriou
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR,
author = {Wang, Mengjiao and Panagakis, Yannis and Snape, Patrick and Zafeiriou, Stefanos},
title = {Learning the Multilinear Structure of Visual Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Linking Image and Text With 2-Way Nets
Aviv Eisenschtat,
Lior Wolf
[pdf] [supp]
[bibtex]
@InProceedings{Eisenschtat_2017_CVPR,
author = {Eisenschtat, Aviv and Wolf, Lior},
title = {Linking Image and Text With 2-Way Nets},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Unsupervised Semantic Scene Labeling for Streaming Data
Maggie Wigness,
John G. Rogers III
[pdf]
[bibtex]
@InProceedings{Wigness_2017_CVPR,
author = {Wigness, Maggie and Rogers, III, John G.},
title = {Unsupervised Semantic Scene Labeling for Streaming Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Fast-At: Fast Automatic Thumbnail Generation Using Deep Neural Networks
Seyed A. Esmaeili,
Bharat Singh,
Larry S. Davis
[pdf] [supp]
[bibtex]
@InProceedings{Esmaeili_2017_CVPR,
author = {Esmaeili, Seyed A. and Singh, Bharat and Davis, Larry S.},
title = {Fast-At: Fast Automatic Thumbnail Generation Using Deep Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

3D Point Cloud Registration for Localization Using a Deep Neural Network Auto-Encoder
Gil Elbaz,
Tamar Avraham,
Anath Fischer
[pdf]
[bibtex]
@InProceedings{Elbaz_2017_CVPR,
author = {Elbaz, Gil and Avraham, Tamar and Fischer, Anath},
title = {3D Point Cloud Registration for Localization Using a Deep Neural Network Auto-Encoder},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Improved Stereo Matching With Constant Highway Networks and Reflective Confidence Learning
Amit Shaked,
Lior Wolf
[pdf] [supp]
[bibtex]
@InProceedings{Shaked_2017_CVPR,
author = {Shaked, Amit and Wolf, Lior},
title = {Improved Stereo Matching With Constant Highway Networks and Reflective Confidence Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Superpixels and Polygons Using Simple Non-Iterative Clustering
Radhakrishna Achanta,
Sabine Susstrunk
[pdf]
[bibtex]
@InProceedings{Achanta_2017_CVPR,
author = {Achanta, Radhakrishna and Susstrunk, Sabine},
title = {Superpixels and Polygons Using Simple Non-Iterative Clustering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

POSEidon: Face-From-Depth for Driver Pose Estimation
Guido Borghi,
Marco Venturelli,
Roberto Vezzani,
Rita Cucchiara
[pdf]
[bibtex]
@InProceedings{Borghi_2017_CVPR,
author = {Borghi, Guido and Venturelli, Marco and Vezzani, Roberto and Cucchiara, Rita},
title = {POSEidon: Face-From-Depth for Driver Pose Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Optical Flow in Mostly Rigid Scenes
Jonas Wulff,
Laura Sevilla-Lara,
Michael J. Black
[pdf]
[bibtex]
@InProceedings{Wulff_2017_CVPR,
author = {Wulff, Jonas and Sevilla-Lara, Laura and Black, Michael J.},
title = {Optical Flow in Mostly Rigid Scenes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Christian Ledig,
Lucas Theis,
Ferenc Huszar,
Jose Caballero,
Andrew Cunningham,
Alejandro Acosta,
Andrew Aitken,
Alykhan Tejani,
Johannes Totz,
Zehan Wang,
Wenzhe Shi
[pdf]
[bibtex]
@InProceedings{Ledig_2017_CVPR,
author = {Ledig, Christian and Theis, Lucas and Huszar, Ferenc and Caballero, Jose and Cunningham, Andrew and Acosta, Alejandro and Aitken, Andrew and Tejani, Alykhan and Totz, Johannes and Wang, Zehan and Shi, Wenzhe},
title = {Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

ROAM: A Rich Object Appearance Model With Application to Rotoscoping
Ondrej Miksik,
Juan-Manuel Perez-Rua,
Philip H. S. Torr,
Patrick Perez
[pdf] [supp]
[bibtex]
@InProceedings{Miksik_2017_CVPR,
author = {Miksik, Ondrej and Perez-Rua, Juan-Manuel and Torr, Philip H. S. and Perez, Patrick},
title = {ROAM: A Rich Object Appearance Model With Application to Rotoscoping},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Densely Connected Convolutional Networks
Gao Huang,
Zhuang Liu,
Laurens van der Maaten,
Kilian Q. Weinberger
[pdf]
[bibtex]
@InProceedings{Huang_2017_CVPR,
author = {Huang, Gao and Liu, Zhuang and van der Maaten, Laurens and Weinberger, Kilian Q.},
title = {Densely Connected Convolutional Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Multi-Level Attention Networks for Visual Question Answering
Dongfei Yu,
Jianlong Fu,
Tao Mei,
Yong Rui
[pdf]
[bibtex]
@InProceedings{Yu_2017_CVPR,
author = {Yu, Dongfei and Fu, Jianlong and Mei, Tao and Rui, Yong},
title = {Multi-Level Attention Networks for Visual Question Answering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Spatial-Semantic Image Search by Visual Feature Synthesis
Long Mai,
Hailin Jin,
Zhe Lin,
Chen Fang,
Jonathan Brandt,
Feng Liu
[pdf]
[bibtex]
@InProceedings{Mai_2017_CVPR,
author = {Mai, Long and Jin, Hailin and Lin, Zhe and Fang, Chen and Brandt, Jonathan and Liu, Feng},
title = {Spatial-Semantic Image Search by Visual Feature Synthesis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Temporal Residual Networks for Dynamic Scene Recognition
Christoph Feichtenhofer,
Axel Pinz,
Richard P. Wildes
[pdf] [supp]
[bibtex]
@InProceedings{Feichtenhofer_2017_CVPR,
author = {Feichtenhofer, Christoph and Pinz, Axel and Wildes, Richard P.},
title = {Temporal Residual Networks for Dynamic Scene Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Radiometric Calibration for Internet Photo Collections
Zhipeng Mo,
Boxin Shi,
Sai-Kit Yeung,
Yasuyuki Matsushita
[pdf]
[bibtex]
@InProceedings{Mo_2017_CVPR,
author = {Mo, Zhipeng and Shi, Boxin and Yeung, Sai-Kit and Matsushita, Yasuyuki},
title = {Radiometric Calibration for Internet Photo Collections},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-Based Person Re-Identification
Zhen Zhou,
Yan Huang,
Wei Wang,
Liang Wang,
Tieniu Tan
[pdf]
[bibtex]
@InProceedings{Zhou_2017_CVPR,
author = {Zhou, Zhen and Huang, Yan and Wang, Wei and Wang, Liang and Tan, Tieniu},
title = {See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-Based Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Procedural Generation of Videos to Train Deep Action Recognition Networks
Cesar Roberto de Souza,
Adrien Gaidon,
Yohann Cabon,
Antonio Manuel Lopez
[pdf] [supp]
[bibtex]
@InProceedings{Souza_2017_CVPR,
author = {Roberto de Souza, Cesar and Gaidon, Adrien and Cabon, Yohann and Manuel Lopez, Antonio},
title = {Procedural Generation of Videos to Train Deep Action Recognition Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Spatiotemporal Multiplier Networks for Video Action Recognition
Christoph Feichtenhofer,
Axel Pinz,
Richard P. Wildes
[pdf]
[bibtex]
@InProceedings{Feichtenhofer_2017_CVPR,
author = {Feichtenhofer, Christoph and Pinz, Axel and Wildes, Richard P.},
title = {Spatiotemporal Multiplier Networks for Video Action Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Real-Time Video Super-Resolution With Spatio-Temporal Networks and Motion Compensation
Jose Caballero,
Christian Ledig,
Andrew Aitken,
Alejandro Acosta,
Johannes Totz,
Zehan Wang,
Wenzhe Shi
[pdf]
[bibtex]
@InProceedings{Caballero_2017_CVPR,
author = {Caballero, Jose and Ledig, Christian and Aitken, Andrew and Acosta, Alejandro and Totz, Johannes and Wang, Zehan and Shi, Wenzhe},
title = {Real-Time Video Super-Resolution With Spatio-Temporal Networks and Motion Compensation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Query-Focused Video Summarization: Dataset, Evaluation, and a Memory Network Based Approach
Aidean Sharghi,
Jacob S. Laurel,
Boqing Gong
[pdf] [supp]
[bibtex]
@InProceedings{Sharghi_2017_CVPR,
author = {Sharghi, Aidean and Laurel, Jacob S. and Gong, Boqing},
title = {Query-Focused Video Summarization: Dataset, Evaluation, and a Memory Network Based Approach},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A New Rank Constraint on Multi-View Fundamental Matrices, and Its Application to Camera Location Recovery
Soumyadip Sengupta,
Tal Amir,
Meirav Galun,
Tom Goldstein,
David W. Jacobs,
Amit Singer,
Ronen Basri
[pdf] [supp]
[bibtex]
@InProceedings{Sengupta_2017_CVPR,
author = {Sengupta, Soumyadip and Amir, Tal and Galun, Meirav and Goldstein, Tom and Jacobs, David W. and Singer, Amit and Basri, Ronen},
title = {A New Rank Constraint on Multi-View Fundamental Matrices, and Its Application to Camera Location Recovery},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Attentional Correlation Filter Network for Adaptive Visual Tracking
Jongwon Choi,
Hyung Jin Chang,
Sangdoo Yun,
Tobias Fischer,
Yiannis Demiris,
Jin Young Choi
[pdf] [supp]
[bibtex]
@InProceedings{Choi_2017_CVPR,
author = {Choi, Jongwon and Jin Chang, Hyung and Yun, Sangdoo and Fischer, Tobias and Demiris, Yiannis and Young Choi, Jin},
title = {Attentional Correlation Filter Network for Adaptive Visual Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation
Stephane Lathuiliere,
Remi Juge,
Pablo Mesejo,
Rafael Munoz-Salinas,
Radu Horaud
[pdf]
[bibtex]
@InProceedings{Lathuiliere_2017_CVPR,
author = {Lathuiliere, Stephane and Juge, Remi and Mesejo, Pablo and Munoz-Salinas, Rafael and Horaud, Radu},
title = {Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Human Shape From Silhouettes Using Generative HKS Descriptors and Cross-Modal Neural Networks
Endri Dibra,
Himanshu Jain,
Cengiz Oztireli,
Remo Ziegler,
Markus Gross
[pdf] [supp]
[bibtex]
@InProceedings{Dibra_2017_CVPR,
author = {Dibra, Endri and Jain, Himanshu and Oztireli, Cengiz and Ziegler, Remo and Gross, Markus},
title = {Human Shape From Silhouettes Using Generative HKS Descriptors and Cross-Modal Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling
Yang He,
Wei-Chen Chiu,
Margret Keuper,
Mario Fritz
[pdf] [supp]
[bibtex]
@InProceedings{He_2017_CVPR,
author = {He, Yang and Chiu, Wei-Chen and Keuper, Margret and Fritz, Mario},
title = {STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

On the Two-View Geometry of Unsynchronized Cameras
Cenek Albl,
Zuzana Kukelova,
Andrew Fitzgibbon,
Jan Heller,
Matej Smid,
Tomas Pajdla
[pdf] [supp]
[bibtex]
@InProceedings{Albl_2017_CVPR,
author = {Albl, Cenek and Kukelova, Zuzana and Fitzgibbon, Andrew and Heller, Jan and Smid, Matej and Pajdla, Tomas},
title = {On the Two-View Geometry of Unsynchronized Cameras},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Using Locally Corresponding CAD Models for Dense 3D Reconstructions From a Single Image
Chen Kong,
Chen-Hsuan Lin,
Simon Lucey
[pdf] [supp]
[bibtex]
@InProceedings{Kong_2017_CVPR,
author = {Kong, Chen and Lin, Chen-Hsuan and Lucey, Simon},
title = {Using Locally Corresponding CAD Models for Dense 3D Reconstructions From a Single Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis
Shanxin Yuan,
Qi Ye,
Bjorn Stenger,
Siddhant Jain,
Tae-Kyun Kim
[pdf]
[bibtex]
@InProceedings{Yuan_2017_CVPR,
author = {Yuan, Shanxin and Ye, Qi and Stenger, Bjorn and Jain, Siddhant and Kim, Tae-Kyun},
title = {BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Matrix Splitting Method for Composite Function Minimization
Ganzhao Yuan,
Wei-Shi Zheng,
Bernard Ghanem
[pdf]
[bibtex]
@InProceedings{Yuan_2017_CVPR,
author = {Yuan, Ganzhao and Zheng, Wei-Shi and Ghanem, Bernard},
title = {A Matrix Splitting Method for Composite Function Minimization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Simultaneous Geometric and Radiometric Calibration of a Projector-Camera Pair
Marjan Shahpaski,
Luis Ricardo Sapaico,
Gaspard Chevassus,
Sabine Susstrunk
[pdf]
[bibtex]
@InProceedings{Shahpaski_2017_CVPR,
author = {Shahpaski, Marjan and Ricardo Sapaico, Luis and Chevassus, Gaspard and Susstrunk, Sabine},
title = {Simultaneous Geometric and Radiometric Calibration of a Projector-Camera Pair},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution
Yuqian Zhang,
Yenson Lau,
Han-wen Kuo,
Sky Cheung,
Abhay Pasupathy,
John Wright
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Yuqian and Lau, Yenson and Kuo, Han-wen and Cheung, Sky and Pasupathy, Abhay and Wright, John},
title = {On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Towards Accurate Multi-Person Pose Estimation in the Wild
George Papandreou,
Tyler Zhu,
Nori Kanazawa,
Alexander Toshev,
Jonathan Tompson,
Chris Bregler,
Kevin Murphy
[pdf]
[bibtex]
@InProceedings{Papandreou_2017_CVPR,
author = {Papandreou, George and Zhu, Tyler and Kanazawa, Nori and Toshev, Alexander and Tompson, Jonathan and Bregler, Chris and Murphy, Kevin},
title = {Towards Accurate Multi-Person Pose Estimation in the Wild},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

A Clever Elimination Strategy for Efficient Minimal Solvers
Zuzana Kukelova,
Joe Kileel,
Bernd Sturmfels,
Tomas Pajdla
[pdf] [supp]
[bibtex]
@InProceedings{Kukelova_2017_CVPR,
author = {Kukelova, Zuzana and Kileel, Joe and Sturmfels, Bernd and Pajdla, Tomas},
title = {A Clever Elimination Strategy for Efficient Minimal Solvers},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Adaptive and Move Making Auxiliary Cuts for Binary Pairwise Energies
Lena Gorelick,
Yuri Boykov,
Olga Veksler
[pdf] [supp]
[bibtex]
@InProceedings{Gorelick_2017_CVPR,
author = {Gorelick, Lena and Boykov, Yuri and Veksler, Olga},
title = {Adaptive and Move Making Auxiliary Cuts for Binary Pairwise Energies},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

What Is the Space of Attenuation Coefficients in Underwater Computer Vision?
Derya Akkaynak,
Tali Treibitz,
Tom Shlesinger,
Yossi Loya,
Raz Tamir,
David Iluz
[pdf]
[bibtex]
@InProceedings{Akkaynak_2017_CVPR,
author = {Akkaynak, Derya and Treibitz, Tali and Shlesinger, Tom and Loya, Yossi and Tamir, Raz and Iluz, David},
title = {What Is the Space of Attenuation Coefficients in Underwater Computer Vision?},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Consensus Maximization With Linear Matrix Inequality Constraints
Pablo Speciale,
Danda Pani Paudel,
Martin R. Oswald,
Till Kroeger,
Luc Van Gool,
Marc Pollefeys
[pdf]
[bibtex]
@InProceedings{Speciale_2017_CVPR,
author = {Speciale, Pablo and Pani Paudel, Danda and Oswald, Martin R. and Kroeger, Till and Van Gool, Luc and Pollefeys, Marc},
title = {Consensus Maximization With Linear Matrix Inequality Constraints},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Optical Flow Requires Multiple Strategies (but Only One Network)
Tal Schuster,
Lior Wolf,
David Gadot
[pdf]
[bibtex]
@InProceedings{Schuster_2017_CVPR,
author = {Schuster, Tal and Wolf, Lior and Gadot, David},
title = {Optical Flow Requires Multiple Strategies (but Only One Network)},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Convex Global 3D Registration With Lagrangian Duality
Jesus Briales,
Javier Gonzalez-Jimenez
[pdf] [supp]
[bibtex]
@InProceedings{Briales_2017_CVPR,
author = {Briales, Jesus and Gonzalez-Jimenez, Javier},
title = {Convex Global 3D Registration With Lagrangian Duality},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

S3Pool: Pooling With Stochastic Spatial Sampling
Shuangfei Zhai,
Hui Wu,
Abhishek Kumar,
Yu Cheng,
Yongxi Lu,
Zhongfei Zhang,
Rogerio Feris
[pdf]
[bibtex]
@InProceedings{Zhai_2017_CVPR,
author = {Zhai, Shuangfei and Wu, Hui and Kumar, Abhishek and Cheng, Yu and Lu, Yongxi and Zhang, Zhongfei and Feris, Rogerio},
title = {S3Pool: Pooling With Stochastic Spatial Sampling},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}

Generating Descriptions With Grounded and Co-Referenced People
Anna Rohrbach,