Available Implementations
This part gives links to available implementions and librairies.
Note: Feel free to contact me at tbouwman at univ-lr.fr to add other links.
- Robust Principal Component Analysis (19 implementations)
- Robust Non-negative Matrix Factorization (2 implementations)
- Robust Matrix Completion (2 implementations)
- Robust Subspace Recovery (1 implementation)
- Robust Subspace Tracking (5 implementations)
- Robust Low Rank Minimization (4 implementations)
Author: Thierry BOUWMANS, Associate Professor, Lab. MIA, Univ. Rochelle, France.
Fair Use Policy
As this website gives many information that come from my research, please cite my following survey papers:
T. Bouwmans, A. Sobral, S. Javed, S. Jung, E. Zahzah, "Decomposition into Low-rank plus Additive Matrices for Background/Foreground Separation: A Review for a Comparative Evaluation with a Large-Scale Dataset", Computer Science Review, November 2016. [pdf]
T. Bouwmans, E. Zahzah, “Robust PCA via Principal Component Pursuit: A Review for a Comparative Evaluation in Video Surveillance”, Special Issue on Background Models Challenge, Computer Vision and Image Understanding, CVIU 2014, Volume 122, pages 22–34, May 2014. [pdf]
Note: My publications are available on Academia, Research Gate, Researchr, ORCID and Publication List.