Robust Subspace Learning and Applications in Computer Vision
Learning Robust Representations for Computer Vision-
[pdf]
[arXiv]
[bibtex]@InProceedings{Zheng_2017_ICCV_Workshops,
author = {Zheng, Peng and Aravkin, Aleksandr Y. and Natesan Ramamurthy, Karthikeyan and Jayaraman Thiagarajan, Jayaraman},
title = {Learning Robust Representations for Computer Vision},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}
Variational Robust Subspace Clustering With Mean Update Algorithm-
[pdf]
[bibtex]@InProceedings{Dogadov_2017_ICCV_Workshops,
author = {Dogadov, Sergej and Masegosa, Andres and Nakajima, Shinichi},
title = {Variational Robust Subspace Clustering With Mean Update Algorithm},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}
Manifold Constrained Low-Rank Decomposition-
[pdf]
[arXiv]
[bibtex]@InProceedings{Chen_2017_ICCV_Workshops,
author = {Chen, Chen and Zhang, Baochang and Del Bue, Alessio and Murino, Vittorio},
title = {Manifold Constrained Low-Rank Decomposition},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}
A Non-Convex Relaxation for Fixed-Rank Approximation-
[pdf]
[arXiv]
[bibtex]@InProceedings{Olsson_2017_ICCV_Workshops,
author = {Olsson, Carl and Carlsson, Marcus and Bylow, Erik},
title = {A Non-Convex Relaxation for Fixed-Rank Approximation},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}
Robust and Scalable Column/Row Sampling From Corrupted Big Data-
[pdf]
[arXiv]
[bibtex]@InProceedings{Rahmani_2017_ICCV_Workshops,
author = {Rahmani, Mostafa and Atia, George},
title = {Robust and Scalable Column/Row Sampling From Corrupted Big Data},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}
Fast Approximate Karhunen-Loeve Transform for Three-Way Array Data-
[pdf]
[bibtex]@InProceedings{Itoh_2017_ICCV_Workshops,
author = {Itoh, Hayato and Imiya, Atsushi and Sakai, Tomoya},
title = {Fast Approximate Karhunen-Loeve Transform for Three-Way Array Data},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}
A Batch-Incremental Video Background Estimation Model Using Weighted Low-Rank Approximation of Matrices-
[pdf]
[arXiv]
[bibtex]@InProceedings{Dutta_2017_ICCV_Workshops,
author = {Dutta, Aritra and Li, Xin and Richtarik, Peter},
title = {A Batch-Incremental Video Background Estimation Model Using Weighted Low-Rank Approximation of Matrices},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}
Panning and Jitter Invariant Incremental Principal Component Pursuit for Video Background Modeling-
[pdf]
[bibtex]@InProceedings{Chau_2017_ICCV_Workshops,
author = {Chau, Gustavo and Rodriguez, Paul},
title = {Panning and Jitter Invariant Incremental Principal Component Pursuit for Video Background Modeling},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}
Weighted Low Rank Approximation for Background Estimation Problems-
[pdf]
[arXiv]
[bibtex]@InProceedings{Dutta_2017_ICCV_Workshops,
author = {Dutta, Aritra and Li, Xin},
title = {Weighted Low Rank Approximation for Background Estimation Problems},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}
Dynamic Mode Decomposition for Background Modeling-
[pdf]
[bibtex]@InProceedings{Kutz_2017_ICCV_Workshops,
author = {Nathan Kutz, J. and Benjamin Erichson, N. and Askham, Travis and Pendergrass, Seth and Brunton, Steven L.},
title = {Dynamic Mode Decomposition for Background Modeling},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}
Background Subtraction via Fast Robust Matrix Completion-
[pdf]
[arXiv]
[bibtex]@InProceedings{Rezaei_2017_ICCV_Workshops,
author = {Rezaei, Behnaz and Ostadabbas, Sarah},
title = {Background Subtraction via Fast Robust Matrix Completion},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}
Compressed Singular Value Decomposition for Image and Video Processing-
[pdf]
[bibtex]@InProceedings{Erichson_2017_ICCV_Workshops,
author = {Benjamin Erichson, N. and Brunton, Steven L. and Nathan Kutz, J.},
title = {Compressed Singular Value Decomposition for Image and Video Processing},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}
UHD Video Super-Resolution Using Low-Rank and Sparse Decomposition-
[pdf]
[bibtex]@InProceedings{Ebadi_2017_ICCV_Workshops,
author = {Erfanian Ebadi, Salehe and Guerra Ones, Valia and Izquierdo, Ebroul},
title = {UHD Video Super-Resolution Using Low-Rank and Sparse Decomposition},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}