Matrix and Tensor Factorization Methods in Computer Vision

Multilevel Approximate Robust Principal Component Analysis

Vahan Hovhannisyan,

Yannis Panagakis,

Panos Parpas,

Stefanos Zafeiriou

[pdf] [supp]

[bibtex]

@InProceedings{Hovhannisyan_2017_ICCV_Workshops,
author = {Hovhannisyan, Vahan and Panagakis, Yannis and Parpas, Panos and Zafeiriou, Stefanos},
title = {Multilevel Approximate Robust Principal Component Analysis},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}

Factorized Convolutional Neural Networks

Min Wang,

Baoyuan Liu,

Hassan Foroosh

[pdf] [supp]

[bibtex]

@InProceedings{Wang_2017_ICCV_Workshops,
author = {Wang, Min and Liu, Baoyuan and Foroosh, Hassan},
title = {Factorized Convolutional Neural Networks},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}

A Factorization Approach for Enabling Structure-From-Motion/SLAM Using Integer Arithmetic

Nilesh A. Ahuja,

Mahesh Subedar,

Yeongseon Lee,

Omesh Tickoo

[pdf] [supp]

[bibtex]

@InProceedings{Ahuja_2017_ICCV_Workshops,
author = {Ahuja, Nilesh A. and Subedar, Mahesh and Lee, Yeongseon and Tickoo, Omesh},
title = {A Factorization Approach for Enabling Structure-From-Motion/SLAM Using Integer Arithmetic},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}

Accurate Structure Recovery via Weighted Nuclear Norm: A Low Rank Approach to Shape-From-Focus

Prashanth Kumar G.,

Rajiv Ranjan Sahay

[pdf]

[bibtex]

@InProceedings{G._2017_ICCV_Workshops,
author = {Kumar, Prashanth G. and Ranjan Sahay, Rajiv},
title = {Accurate Structure Recovery via Weighted Nuclear Norm: A Low Rank Approach to Shape-From-Focus},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}