Robust Subspace Learning and Computer Vision


A Simple Method for Subspace Estimation With Corrupted Columns
Viktor Larsson,
Carl Olsson,
Fredrik Kahl
[pdf]
[bibtex]
@InProceedings{Larsson_2015_ICCV_Workshops,
author = {Larsson, Viktor and Olsson, Carl and Kahl, Fredrik},
title = {A Simple Method for Subspace Estimation With Corrupted Columns},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2015}
}

Dual Principal Component Pursuit
Manolis C. Tsakiris,
Rene Vidal
[pdf]
[bibtex]
@InProceedings{Tsakiris_2015_ICCV_Workshops,
author = {Tsakiris, Manolis C. and Vidal, Rene},
title = {Dual Principal Component Pursuit},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2015}
}

Sparse Subspace Clustering for Incomplete Images
Xiao Wen,
Linbo Qiao,
Shiqian Ma,
Wei Liu,
Hong Cheng
[pdf]
[bibtex]
@InProceedings{Wen_2015_ICCV_Workshops,
author = {Wen, Xiao and Qiao, Linbo and Ma, Shiqian and Liu, Wei and Cheng, Hong},
title = {Sparse Subspace Clustering for Incomplete Images},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2015}
}

Filtrated Spectral Algebraic Subspace Clustering
Manolis C. Tsakiris,
Rene Vidal
[pdf]
[bibtex]
@InProceedings{Tsakiris_2015_ICCV_Workshops,
author = {Tsakiris, Manolis C. and Vidal, Rene},
title = {Filtrated Spectral Algebraic Subspace Clustering},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2015}
}

Pose and Expression-Coherent Face Recovery in the Wild
Xavier P. Burgos-Artizzu,
Joaquin Zepeda,
Francois Le Clerc,
Patrick Perez
[pdf]
[bibtex]
@InProceedings{Burgos-Artizzu_2015_ICCV_Workshops,
author = {Burgos-Artizzu, Xavier P. and Zepeda, Joaquin and Le Clerc, Francois and Perez, Patrick},
title = {Pose and Expression-Coherent Face Recovery in the Wild},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2015}
}

Robust Matrix Regression for Illumination and Occlusion Tolerant Face Recognition
Jianchun Xie,
Jian Yang,
Jianjun Qian,
Ying Tai
[pdf]
[bibtex]
@InProceedings{Xie_2015_ICCV_Workshops,
author = {Xie, Jianchun and Yang, Jian and Qian, Jianjun and Tai, Ying},
title = {Robust Matrix Regression for Illumination and Occlusion Tolerant Face Recognition},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2015}
}

Image Saliency Detection With Sparse Representation of Learnt Texture Atoms
Lai Jiang,
Mai Xu,
Zhaoting Ye,
Zulin Wang
[pdf]
[bibtex]
@InProceedings{Jiang_2015_ICCV_Workshops,
author = {Jiang, Lai and Xu, Mai and Ye, Zhaoting and Wang, Zulin},
title = {Image Saliency Detection With Sparse Representation of Learnt Texture Atoms},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2015}
}

Object Extraction From Bounding Box Prior With Double Sparse Reconstruction
Lingzheng Dai,
Jundi Ding,
Jian Yang,
Fanlong Zhang,
Junxia Li
[pdf]
[bibtex]
@InProceedings{Dai_2015_ICCV_Workshops,
author = {Dai, Lingzheng and Ding, Jundi and Yang, Jian and Zhang, Fanlong and Li, Junxia},
title = {Object Extraction From Bounding Box Prior With Double Sparse Reconstruction},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2015}
}

Visual Tracking via Nonnegative Regularization Multiple Locality Coding
Fanghui Liu,
Tao Zhou,
Jie Yang,
Irene Y.H. Gu
[pdf]
[bibtex]
@InProceedings{Liu_2015_ICCV_Workshops,
author = {Liu, Fanghui and Zhou, Tao and Yang, Jie and Gu, Irene Y.H.},
title = {Visual Tracking via Nonnegative Regularization Multiple Locality Coding},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2015}
}

Multi-Resolution Dynamic Mode Decomposition for Foreground/Background Separation and Object Tracking
J. Nathan Kutz,
Xing Fu,
Steve L. Brunton,
N. Benjamin Erichson
[pdf]
[bibtex]
@InProceedings{Kutz_2015_ICCV_Workshops,
author = {Nathan Kutz, J. and Fu, Xing and Brunton, Steve L. and Benjamin Erichson, N.},
title = {Multi-Resolution Dynamic Mode Decomposition for Foreground/Background Separation and Object Tracking},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2015}
}

Background Subtraction via Superpixel-Based Online Matrix Decomposition With Structured Foreground Constraints
Sajid Javed,
Seon Ho Oh,
Andrews Sobral,
Thierry Bouwmans,
Soon Ki Jung
[pdf]
[bibtex]
@InProceedings{Javed_2015_ICCV_Workshops,
author = {Javed, Sajid and Ho Oh, Seon and Sobral, Andrews and Bouwmans, Thierry and Ki Jung, Soon},
title = {Background Subtraction via Superpixel-Based Online Matrix Decomposition With Structured Foreground Constraints},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2015}
}

Adaptive Low Rank Approximation for Tensors
Xiaofei Wang,
Carmeliza Navasca
[pdf]
[bibtex]
@InProceedings{Wang_2015_ICCV_Workshops,
author = {Wang, Xiaofei and Navasca, Carmeliza},
title = {Adaptive Low Rank Approximation for Tensors},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2015}
}

Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences
Andrews Sobral,
Sajid Javed,
Soon Ki Jung,
Thierry Bouwmans,
El-hadi Zahzah
[pdf]
[bibtex]
@InProceedings{Sobral_2015_ICCV_Workshops,
author = {Sobral, Andrews and Javed, Sajid and Ki Jung, Soon and Bouwmans, Thierry and Zahzah, El-hadi},
title = {Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2015}
}