Robust Features for Computer Vision


Fast Image Gradients Using Binary Feature Convolutions
Pierre-Luc St-Charles,
Guillaume-Alexandre Bilodeau,
Robert Bergevin
[pdf]
[bibtex]
@InProceedings{St-Charles_2016_CVPR_Workshops,
author = {St-Charles, Pierre-Luc and Bilodeau, Guillaume-Alexandre and Bergevin, Robert},
title = {Fast Image Gradients Using Binary Feature Convolutions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Texture Complexity Based Redundant Regions Ranking for Object Proposal
Wei Ke,
Tianliang Zhang,
Jie Chen,
Fang Wan,
Qixiang Ye,
Zhenjun Han
[pdf]
[bibtex]
@InProceedings{Ke_2016_CVPR_Workshops,
author = {Ke, Wei and Zhang, Tianliang and Chen, Jie and Wan, Fang and Ye, Qixiang and Han, Zhenjun},
title = {Texture Complexity Based Redundant Regions Ranking for Object Proposal},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Deeply Exploit Depth Information for Object Detection
Saihui Hou,
Zilei Wang,
Feng Wu
[pdf]
[bibtex]
@InProceedings{Hou_2016_CVPR_Workshops,
author = {Hou, Saihui and Wang, Zilei and Wu, Feng},
title = {Deeply Exploit Depth Information for Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Efficient Deep Feature Learning and Extraction via StochasticNets
Mohammad Javad Shafiee,
Parthipan Siva,
Paul Fieguth,
Alexander Wong
[pdf]
[bibtex]
@InProceedings{Shafiee_2016_CVPR_Workshops,
author = {Javad Shafiee, Mohammad and Siva, Parthipan and Fieguth, Paul and Wong, Alexander},
title = {Efficient Deep Feature Learning and Extraction via StochasticNets},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Embedding Sequential Information Into Spatiotemporal Features for Action Recognition
Yuancheng Ye,
YingLi Tian
[pdf]
[bibtex]
@InProceedings{Ye_2016_CVPR_Workshops,
author = {Ye, Yuancheng and Tian, YingLi},
title = {Embedding Sequential Information Into Spatiotemporal Features for Action Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Learning Discriminative Features With Class Encoder
Hailin Shi,
Xiangyu Zhu,
Zhen Lei,
Shengcai Liao,
Stan Z. Li
[pdf]
[bibtex]
@InProceedings{Shi_2016_CVPR_Workshops,
author = {Shi, Hailin and Zhu, Xiangyu and Lei, Zhen and Liao, Shengcai and Li, Stan Z.},
title = {Learning Discriminative Features With Class Encoder},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Do We Need Binary Features for 3D Reconstruction?
Bin Fan,
Qingqun Kong,
Wei Sui,
Zhiheng Wang,
Xinchao Wang,
Shiming Xiang,
Chunhong Pan,
Pascal Fua
[pdf]
[bibtex]
@InProceedings{Fan_2016_CVPR_Workshops,
author = {Fan, Bin and Kong, Qingqun and Sui, Wei and Wang, Zhiheng and Wang, Xinchao and Xiang, Shiming and Pan, Chunhong and Fua, Pascal},
title = {Do We Need Binary Features for 3D Reconstruction?},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Deep Features or Not: Temperature and Time Prediction in Outdoor Scenes
Anna Volokitin,
Radu Timofte,
Luc Van Gool
[pdf]
[bibtex]
@InProceedings{Volokitin_2016_CVPR_Workshops,
author = {Volokitin, Anna and Timofte, Radu and Van Gool, Luc},
title = {Deep Features or Not: Temperature and Time Prediction in Outdoor Scenes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Euclidean and Hamming Embedding for Image Patch Description With Convolutional Networks
Zishun Liu,
Zhenxi Li,
Juyong Zhang,
Ligang Liu
[pdf]
[bibtex]
@InProceedings{Liu_2016_CVPR_Workshops,
author = {Liu, Zishun and Li, Zhenxi and Zhang, Juyong and Liu, Ligang},
title = {Euclidean and Hamming Embedding for Image Patch Description With Convolutional Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Robust 2DPCA and Its Application
Qianqian Wang,
Quanxue Gao
[pdf]
[bibtex]
@InProceedings{Wang_2016_CVPR_Workshops,
author = {Wang, Qianqian and Gao, Quanxue},
title = {Robust 2DPCA and Its Application},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Background Subtraction Using Local SVD Binary Pattern
Lili Guo,
Dan Xu,
Zhenping Qiang
[pdf]
[bibtex]
@InProceedings{Guo_2016_CVPR_Workshops,
author = {Guo, Lili and Xu, Dan and Qiang, Zhenping},
title = {Background Subtraction Using Local SVD Binary Pattern},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Generating Discriminative Object Proposals via Submodular Ranking
Yangmuzi Zhang,
Zhuolin Jiang,
Xi Chen,
Larry S. Davis
[pdf]
[bibtex]
@InProceedings{Zhang_2016_CVPR_Workshops,
author = {Zhang, Yangmuzi and Jiang, Zhuolin and Chen, Xi and Davis, Larry S.},
title = {Generating Discriminative Object Proposals via Submodular Ranking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Improving Gradient Histogram Based Descriptors for Pedestrian Detection in Datasets With Large Variations
Prashanth Balasubramanian,
Sarthak Pathak,
Anurag Mittal
[pdf]
[bibtex]
@InProceedings{Balasubramanian_2016_CVPR_Workshops,
author = {Balasubramanian, Prashanth and Pathak, Sarthak and Mittal, Anurag},
title = {Improving Gradient Histogram Based Descriptors for Pedestrian Detection in Datasets With Large Variations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Unsupervised Robust Feature-Based Partition Ensembling to Discover Categories
Roberto J. Lopez-Sastre
[pdf]
[bibtex]
@InProceedings{Lopez-Sastre_2016_CVPR_Workshops,
author = {Lopez-Sastre, Roberto J.},
title = {Unsupervised Robust Feature-Based Partition Ensembling to Discover Categories},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

The Best of Both Worlds: Combining Data-Independent and Data-Driven Approaches for Action Recognition
Zhenzhong Lan,
Shoou-I Yu,
Dezhong Yao,
Ming Lin,
Bhiksha Raj,
Alexander Hauptmann
[pdf]
[bibtex]
@InProceedings{Lan_2016_CVPR_Workshops,
author = {Lan, Zhenzhong and Yu, Shoou-I and Yao, Dezhong and Lin, Ming and Raj, Bhiksha and Hauptmann, Alexander},
title = {The Best of Both Worlds: Combining Data-Independent and Data-Driven Approaches for Action Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}