Deep Vision: Deep Learning in Computer Vision 2015

Self-Tuned Deep Super Resolution

Zhangyang Wang,

Yingzhen Yang,

Zhaowen Wang,

Shiyu Chang,

Wei Han,

Jianchao Yang,

Thomas Huang

[pdf]

[bibtex]

@InProceedings{Wang_2015_CVPR_Workshops,
author = {Wang, Zhangyang and Yang, Yingzhen and Wang, Zhaowen and Chang, Shiyu and Han, Wei and Yang, Jianchao and Huang, Thomas},
title = {Self-Tuned Deep Super Resolution},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

Channel-Max, Channel-Drop and Stochastic Max-Pooling

Yuchi Huang,

Xiuyu Sun,

Ming Lu,

Ming Xu

[pdf]

[bibtex]

@InProceedings{Huang_2015_CVPR_Workshops,
author = {Huang, Yuchi and Sun, Xiuyu and Lu, Ming and Xu, Ming},
title = {Channel-Max, Channel-Drop and Stochastic Max-Pooling},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

Convolutional Recurrent Neural Networks: Learning Spatial Dependencies for Image Representation

Zhen Zuo,

Bing Shuai,

Gang Wang,

Xiao Liu,

Xingxing Wang,

Bing Wang,

Yushi Chen

[pdf]

[bibtex]

@InProceedings{Zuo_2015_CVPR_Workshops,
author = {Zuo, Zhen and Shuai, Bing and Wang, Gang and Liu, Xiao and Wang, Xingxing and Wang, Bing and Chen, Yushi},
title = {Convolutional Recurrent Neural Networks: Learning Spatial Dependencies for Image Representation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

Deep Learning of Binary Hash Codes for Fast Image Retrieval

Kevin Lin,

Huei-Fang Yang,

Jen-Hao Hsiao,

Chu-Song Chen

[pdf]

[bibtex]

@InProceedings{Lin_2015_CVPR_Workshops,
author = {Lin, Kevin and Yang, Huei-Fang and Hsiao, Jen-Hao and Chen, Chu-Song},
title = {Deep Learning of Binary Hash Codes for Fast Image Retrieval},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

From Generic to Specific Deep Representations for Visual Recognition

Hossein Azizpour,

Ali Sharif Razavian,

Josephine Sullivan,

Atsuto Maki,

Stefan Carlsson

[pdf]

[bibtex]

@InProceedings{Azizpour_2015_CVPR_Workshops,
author = {Azizpour, Hossein and Sharif Razavian, Ali and Sullivan, Josephine and Maki, Atsuto and Carlsson, Stefan},
title = {From Generic to Specific Deep Representations for Visual Recognition},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

Subset Feature Learning for Fine-Grained Category Classification

ZongYuan Ge,

Christopher McCool,

Conrad Sanderson,

Peter Corke

[pdf]

[bibtex]

@InProceedings{Ge_2015_CVPR_Workshops,
author = {Ge, ZongYuan and McCool, Christopher and Sanderson, Conrad and Corke, Peter},
title = {Subset Feature Learning for Fine-Grained Category Classification},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

Exploiting Local Features From Deep Networks for Image Retrieval

Joe Yue-Hei Ng,

Fan Yang,

Larry S. Davis

[pdf]

[bibtex]

@InProceedings{Ng_2015_CVPR_Workshops,
author = {Yue-Hei Ng, Joe and Yang, Fan and Davis, Larry S.},
title = {Exploiting Local Features From Deep Networks for Image Retrieval},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

Object Level Deep Feature Pooling for Compact Image Representation

Konda Reddy Mopuri,

R. Venkatesh Babu

[pdf]

[bibtex]

@InProceedings{Mopuri_2015_CVPR_Workshops,
author = {Reddy Mopuri, Konda and Venkatesh Babu, R.},
title = {Object Level Deep Feature Pooling for Compact Image Representation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

Multi-Scale Pyramid Pooling for Deep Convolutional Representation

Donggeun Yoo,

Sunggyun Park,

Joon-Young Lee,

In So Kweon

[pdf]

[bibtex]

@InProceedings{Yoo_2015_CVPR_Workshops,
author = {Yoo, Donggeun and Park, Sunggyun and Lee, Joon-Young and So Kweon, In},
title = {Multi-Scale Pyramid Pooling for Deep Convolutional Representation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

Color Constancy Using CNNs

Simone Bianco,

Claudio Cusano,

Raimondo Schettini

[pdf]

[bibtex]

@InProceedings{Bianco_2015_CVPR_Workshops,
author = {Bianco, Simone and Cusano, Claudio and Schettini, Raimondo},
title = {Color Constancy Using CNNs},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}

Learning to Count With Deep Object Features

Santi Segui,

Oriol Pujol,

Jordi Vitria

[pdf]

[bibtex]

@InProceedings{Segui_2015_CVPR_Workshops,
author = {Segui, Santi and Pujol, Oriol and Vitria, Jordi},
title = {Learning to Count With Deep Object Features},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2015}
}