Compact and Efficient Feature Representation and Learning in Computer Vision


Class-Specific Reconstruction Transfer Learning via Sparse Low-Rank Constraint
Shanshan Wang,
Lei Zhang,
Wangmeng Zuo
[pdf]
[bibtex]
@InProceedings{Wang_2017_ICCV_Workshops,
author = {Wang, Shanshan and Zhang, Lei and Zuo, Wangmeng},
title = {Class-Specific Reconstruction Transfer Learning via Sparse Low-Rank Constraint},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

DelugeNets: Deep Networks With Efficient and Flexible Cross-Layer Information Inflows
Jason Kuen,
Xiangfei Kong,
Gang Wang,
Yap-Peng Tan
[pdf] [arXiv]
[bibtex]
@InProceedings{Kuen_2017_ICCV_Workshops,
author = {Kuen, Jason and Kong, Xiangfei and Wang, Gang and Tan, Yap-Peng},
title = {DelugeNets: Deep Networks With Efficient and Flexible Cross-Layer Information Inflows},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Vehicle Logo Retrieval Based on Hough Transform and Deep Learning
Li Huan,
Qin Yujian,
Wang Li
[pdf]
[bibtex]
@InProceedings{Huan_2017_ICCV_Workshops,
author = {Huan, Li and Yujian, Qin and Li, Wang},
title = {Vehicle Logo Retrieval Based on Hough Transform and Deep Learning},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

P-TELU: Parametric Tan Hyperbolic Linear Unit Activation for Deep Neural Networks
Rahul Duggal,
Anubha Gupta
[pdf]
[bibtex]
@InProceedings{Duggal_2017_ICCV_Workshops,
author = {Duggal, Rahul and Gupta, Anubha},
title = {P-TELU: Parametric Tan Hyperbolic Linear Unit Activation for Deep Neural Networks},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Learning Efficient Deep Feature Representations via Transgenerational Genetic Transmission of Environmental Information During Evolutionary Synthesis of Deep Neural Networks
Mohammad J. Shafiee,
Elnaz Barshan,
Francis Li,
Brendan Chwyl,
Michelle Karg,
Christian Scharfenberger,
Alexander Wong
[pdf]
[bibtex]
@InProceedings{Shafiee_2017_ICCV_Workshops,
author = {Shafiee, Mohammad J. and Barshan, Elnaz and Li, Francis and Chwyl, Brendan and Karg, Michelle and Scharfenberger, Christian and Wong, Alexander},
title = {Learning Efficient Deep Feature Representations via Transgenerational Genetic Transmission of Environmental Information During Evolutionary Synthesis of Deep Neural Networks },
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Large-Scale Content-Only Video Recommendation
Joonseok Lee,
Sami Abu-El-Haija
[pdf]
[bibtex]
@InProceedings{Lee_2017_ICCV_Workshops,
author = {Lee, Joonseok and Abu-El-Haija, Sami},
title = {Large-Scale Content-Only Video Recommendation},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Efficient Fine-Grained Classification and Part Localization Using One Compact Network
Xiyang Dai,
Ben Southall,
Nhon Trinh,
Bogdan Matei
[pdf]
[bibtex]
@InProceedings{Dai_2017_ICCV_Workshops,
author = {Dai, Xiyang and Southall, Ben and Trinh, Nhon and Matei, Bogdan},
title = {Efficient Fine-Grained Classification and Part Localization Using One Compact Network},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Structured Images for RGB-D Action Recognition
Pichao Wang,
Shuang Wang,
Zhimin Gao,
Yonghong Hou,
Wanqing Li
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2017_ICCV_Workshops,
author = {Wang, Pichao and Wang, Shuang and Gao, Zhimin and Hou, Yonghong and Li, Wanqing},
title = {Structured Images for RGB-D Action Recognition},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Compact Feature Representation for Image Classification Using ELMs
Dongshun Cui,
Guanghao Zhang,
Wei Han,
Liyanaarachchi Lekamalage Chamara Kasun,
Kai Hu,
Guang-Bin Huang
[pdf]
[bibtex]
@InProceedings{Cui_2017_ICCV_Workshops,
author = {Cui, Dongshun and Zhang, Guanghao and Han, Wei and Lekamalage Chamara Kasun, Liyanaarachchi and Hu, Kai and Huang, Guang-Bin},
title = {Compact Feature Representation for Image Classification Using ELMs},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Improved Descriptors for Patch Matching and Reconstruction
Rahul Mitra,
Jiakai Zhang,
Sanath Narayan,
Shuaib Ahmed,
Sharat Chandran,
Arjun Jain
[pdf] [arXiv]
[bibtex]
@InProceedings{Mitra_2017_ICCV_Workshops,
author = {Mitra, Rahul and Zhang, Jiakai and Narayan, Sanath and Ahmed, Shuaib and Chandran, Sharat and Jain, Arjun},
title = {Improved Descriptors for Patch Matching and Reconstruction},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Compact Color Texture Descriptor Based on Rank Transform and Product Ordering in the RGB Color Space
Antonio Fernandez,
David Lima,
Francesco Bianconi,
Fabrizio Smeraldi
[pdf]
[bibtex]
@InProceedings{Fernandez_2017_ICCV_Workshops,
author = {Fernandez, Antonio and Lima, David and Bianconi, Francesco and Smeraldi, Fabrizio},
title = {Compact Color Texture Descriptor Based on Rank Transform and Product Ordering in the RGB Color Space},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Spatial-Temporal Weighted Pyramid Using Spatial Orthogonal Pooling
Yusuke Mukuta,
Yoshitaka Ushiku,
Tatsuya Harada
[pdf] [supp]
[bibtex]
@InProceedings{Mukuta_2017_ICCV_Workshops,
author = {Mukuta, Yusuke and Ushiku, Yoshitaka and Harada, Tatsuya},
title = {Spatial-Temporal Weighted Pyramid Using Spatial Orthogonal Pooling},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Double-Task Deep Q-Learning With Multiple Views
Jun Chen,
Tingzhu Bai,
Xiangsheng Huang,
Xian Guo,
Jianing Yang,
Yuxing Yao
[pdf]
[bibtex]
@InProceedings{Chen_2017_ICCV_Workshops,
author = {Chen, Jun and Bai, Tingzhu and Huang, Xiangsheng and Guo, Xian and Yang, Jianing and Yao, Yuxing},
title = {Double-Task Deep Q-Learning With Multiple Views},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Automatic Discovery of Discriminative Parts as a Quadratic Assignment Problem
Ronan Sicre,
Julien Rabin,
Yannis Avrithis,
Teddy Furon,
Frederic Jurie,
Ewa Kijak
[pdf] [arXiv]
[bibtex]
@InProceedings{Sicre_2017_ICCV_Workshops,
author = {Sicre, Ronan and Rabin, Julien and Avrithis, Yannis and Furon, Teddy and Jurie, Frederic and Kijak, Ewa},
title = {Automatic Discovery of Discriminative Parts as a Quadratic Assignment Problem},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

UDNet: Up-Down Network for Compact and Efficient Feature Representation in Image Super-Resolution
Chang Chen,
Xinmei Tian,
Zhiwei Xiong,
Feng Wu
[pdf]
[bibtex]
@InProceedings{Chen_2017_ICCV_Workshops,
author = {Chen, Chang and Tian, Xinmei and Xiong, Zhiwei and Wu, Feng},
title = {UDNet: Up-Down Network for Compact and Efficient Feature Representation in Image Super-Resolution},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Enlightening Deep Neural Networks With Knowledge of Confounding Factors
Yu Zhong,
Gil Ettinger
[pdf] [arXiv]
[bibtex]
@InProceedings{Zhong_2017_ICCV_Workshops,
author = {Zhong, Yu and Ettinger, Gil},
title = {Enlightening Deep Neural Networks With Knowledge of Confounding Factors},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Consistent Iterative Multi-View Transfer Learning for Person Re-Identification
Cairong Zhao,
Xuekuan Wang,
Yipeng Chen,
Can Gao,
Wangmeng Zuo,
Duoqian Miao
[pdf]
[bibtex]
@InProceedings{Zhao_2017_ICCV_Workshops,
author = {Zhao, Cairong and Wang, Xuekuan and Chen, Yipeng and Gao, Can and Zuo, Wangmeng and Miao, Duoqian},
title = {Consistent Iterative Multi-View Transfer Learning for Person Re-Identification},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Binary-Decomposed DCNN for Accelerating Computation and Compressing Model Without Retraining
Ryuji Kamiya,
Takayoshi Yamashita,
Mitsuru Ambai,
Ikuro Sato,
Yuji Yamauchi,
Hironobu Fujiyoshi
[pdf] [arXiv]
[bibtex]
@InProceedings{Kamiya_2017_ICCV_Workshops,
author = {Kamiya, Ryuji and Yamashita, Takayoshi and Ambai, Mitsuru and Sato, Ikuro and Yamauchi, Yuji and Fujiyoshi, Hironobu},
title = {Binary-Decomposed DCNN for Accelerating Computation and Compressing Model Without Retraining},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Co-Localization With Category-Consistent Features and Geodesic Distance Propagation
Hieu Le,
Chen-Ping Yu,
Gregory Zelinsky,
Dimitris Samaras
[pdf]
[bibtex]
@InProceedings{Le_2017_ICCV_Workshops,
author = {Le, Hieu and Yu, Chen-Ping and Zelinsky, Gregory and Samaras, Dimitris},
title = {Co-Localization With Category-Consistent Features and Geodesic Distance Propagation},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

End-To-End Visual Target Tracking in Multi-Robot Systems Based on Deep Convolutional Neural Network
Yawen Cui,
Bo Zhang,
Wenjing Yang,
Zhiyuan Wang,
Yin Li,
Xiaodong Yi,
Yuhua Tang
[pdf]
[bibtex]
@InProceedings{Cui_2017_ICCV_Workshops,
author = {Cui, Yawen and Zhang, Bo and Yang, Wenjing and Wang, Zhiyuan and Li, Yin and Yi, Xiaodong and Tang, Yuhua},
title = {End-To-End Visual Target Tracking in Multi-Robot Systems Based on Deep Convolutional Neural Network},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Oceanic Scene Recognition Using Graph-Of-Words (GoW)
Xinghui Dong,
Junyu Dong
[pdf]
[bibtex]
@InProceedings{Dong_2017_ICCV_Workshops,
author = {Dong, Xinghui and Dong, Junyu},
title = {Oceanic Scene Recognition Using Graph-Of-Words (GoW)},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Coarse-To-Fine Deep Kernel Networks
Hichem Sahbi
[pdf]
[bibtex]
@InProceedings{Sahbi_2017_ICCV_Workshops,
author = {Sahbi, Hichem},
title = {Coarse-To-Fine Deep Kernel Networks},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Efficient Convolutional Network Learning Using Parametric Log Based Dual-Tree Wavelet ScatterNet
Amarjot Singh,
Nick Kingsbury
[pdf] [arXiv]
[bibtex]
@InProceedings{Singh_2017_ICCV_Workshops,
author = {Singh, Amarjot and Kingsbury, Nick},
title = {Efficient Convolutional Network Learning Using Parametric Log Based Dual-Tree Wavelet ScatterNet},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

4D Effect Video Classification With Shot-Aware Frame Selection and Deep Neural Networks
Thomhert S. Siadari,
Mikyong Han,
Hyunjin Yoon
[pdf]
[bibtex]
@InProceedings{Siadari_2017_ICCV_Workshops,
author = {Siadari, Thomhert S. and Han, Mikyong and Yoon, Hyunjin},
title = {4D Effect Video Classification With Shot-Aware Frame Selection and Deep Neural Networks},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Max-Boost-GAN: Max Operation to Boost Generative Ability of Generative Adversarial Networks
Xinhan Di,
Pengqian Yu
[pdf]
[bibtex]
@InProceedings{Di_2017_ICCV_Workshops,
author = {Di, Xinhan and Yu, Pengqian},
title = {Max-Boost-GAN: Max Operation to Boost Generative Ability of Generative Adversarial Networks},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Multiplicative Noise Channel in Generative Adversarial Networks
Xinhan Di,
Pengqian Yu
[pdf]
[bibtex]
@InProceedings{Di_2017_ICCV_Workshops,
author = {Di, Xinhan and Yu, Pengqian},
title = {Multiplicative Noise Channel in Generative Adversarial Networks},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Fast CNN-Based Document Layout Analysis
Dario Augusto Borges Oliveira,
Matheus Palhares Viana
[pdf]
[bibtex]
@InProceedings{Oliveira_2017_ICCV_Workshops,
author = {Augusto Borges Oliveira, Dario and Palhares Viana, Matheus},
title = {Fast CNN-Based Document Layout Analysis},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Texture and Structure Incorporated ScatterNet Hybrid Deep Learning Network (TS-SHDL) for Brain Matter Segmentation
Amarjot Singh,
Devamanyu Hazarika,
Aniruddha Bhattacharya
[pdf]
[bibtex]
@InProceedings{Singh_2017_ICCV_Workshops,
author = {Singh, Amarjot and Hazarika, Devamanyu and Bhattacharya, Aniruddha},
title = {Texture and Structure Incorporated ScatterNet Hybrid Deep Learning Network (TS-SHDL) for Brain Matter Segmentation},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Video Summarization via Multi-View Representative Selection
Jingjing Meng,
Suchen Wang,
Hongxing Wang,
Junsong Yuan,
Yap-Peng Tan
[pdf]
[bibtex]
@InProceedings{Meng_2017_ICCV_Workshops,
author = {Meng, Jingjing and Wang, Suchen and Wang, Hongxing and Yuan, Junsong and Tan, Yap-Peng},
title = {Video Summarization via Multi-View Representative Selection},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Dynamic Computational Time for Visual Attention
Zhichao Li,
Yi Yang,
Xiao Liu,
Feng Zhou,
Shilei Wen,
Wei Xu
[pdf] [arXiv]
[bibtex]
@InProceedings{Li_2017_ICCV_Workshops,
author = {Li, Zhichao and Yang, Yi and Liu, Xiao and Zhou, Feng and Wen, Shilei and Xu, Wei},
title = {Dynamic Computational Time for Visual Attention},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Rotation Invariant Local Binary Convolution Neural Networks
Xin Zhang,
Li Liu,
Yuxiang Xie,
Jie Chen,
Lingda Wu,
Matti Pietikainen
[pdf]
[bibtex]
@InProceedings{Zhang_2017_ICCV_Workshops,
author = {Zhang, Xin and Liu, Li and Xie, Yuxiang and Chen, Jie and Wu, Lingda and Pietikainen, Matti},
title = {Rotation Invariant Local Binary Convolution Neural Networks},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations Through Sexual Evolutionary Synthesis
Audrey G. Chung,
Mohammad Javad Shafiee,
Paul Fieguth,
Alexander Wong
[pdf] [arXiv]
[bibtex]
@InProceedings{Chung_2017_ICCV_Workshops,
author = {Chung, Audrey G. and Javad Shafiee, Mohammad and Fieguth, Paul and Wong, Alexander},
title = {The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations Through Sexual Evolutionary Synthesis},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Few-Shot Hash Learning for Image Retrieval
Yu-Xiong Wang,
Liangke Gui,
Martial Hebert
[pdf]
[bibtex]
@InProceedings{Wang_2017_ICCV_Workshops,
author = {Wang, Yu-Xiong and Gui, Liangke and Hebert, Martial},
title = {Few-Shot Hash Learning for Image Retrieval},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

A Handcrafted Normalized-Convolution Network for Texture Classification
Vu-Lam Nguyen,
Ngoc-Son Vu,
Philippe-Henri Gosselin
[pdf]
[bibtex]
@InProceedings{Nguyen_2017_ICCV_Workshops,
author = {Nguyen, Vu-Lam and Vu, Ngoc-Son and Gosselin, Philippe-Henri},
title = {A Handcrafted Normalized-Convolution Network for Texture Classification},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Towards Good Practices for Image Retrieval Based on CNN Features
Omar Seddati,
Stephane Dupont,
Said Mahmoudi,
Mahnaz Parian
[pdf]
[bibtex]
@InProceedings{Seddati_2017_ICCV_Workshops,
author = {Seddati, Omar and Dupont, Stephane and Mahmoudi, Said and Parian, Mahnaz},
title = {Towards Good Practices for Image Retrieval Based on CNN Features},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}