ICCV 2017 Open Access Repository

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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}
Co-Localization With Category-Consistent Features and Geodesic Distance Propagation: Hieu Le,

Chen-Ping Yu,

Gregory Zelinsky,

Dimitris Samaras; [pdf] [arXiv]
[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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}
Coarse-To-Fine Deep Kernel Networks: Hichem Sahbi; [pdf] [arXiv]
[bibtex]
@InProceedings{Sahbi_2017_ICCV_Workshops,
author = {Sahbi, Hichem},
title = {Coarse-To-Fine Deep Kernel Networks},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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] [arXiv]
[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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}