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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2015}
}