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 = {The IEEE International Conference on Computer Vision (ICCV)},
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 = {The IEEE International Conference on Computer Vision (ICCV)},
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 = {The IEEE International Conference on Computer Vision (ICCV)},
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 = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}