Contact

Thierry BOUWMANS

Associate Professor

Laboratoire MIA

Université de La Rochelle - France

Tel: 05.46.45.72.02

To contact me : tbouwman at univ-lr.fr.

A full overview on several problem formulations for robust subspace learning/tracking based on decomposition into low-rank plus additives matrices listed in this website are provided in:

Editors: T. Bouwmans, N. Aybat, E. Zahzah. 

Title: Handbook on "Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing".

Publisher :CRC Press, Taylor and Francis Group.

Publication Date :  May 30, 2016. (More information) [Purchase]

Further Improvements

If you would like to list your publication related to this topic on this website, please send me your publication in .pdf and I will add the reference.

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, Volume 23, pages 1-71, February 2017. [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, ResearchGate, Researchr, ORCID and PublicationList.