Chapter (1)
C. Guyon, T. Bouwmans, E. Zahzah, “Robust Principal Component Analysis for Background Subtraction: Systematic Evaluation and Comparative Analysis”, INTECH, Principal Component Analysis, Book 1, Chapter 12, page 223-238, March 2012. [pdf][Cited by]
International Conferences (6)
C. Guyon, T. Bouwmans, E. Zahzah, “Foreground Detection via Robust Low Rank Matrix Decomposition including Spatio-Temporal Constraint”, International Workshop on Background Model Challenges, ACCV 2012, Daejeon, Korea, November 2012. [Project page] [Presentation][pdf][Cited by]
C. Guyon, T. Bouwmans, E. Zahzah, “Foreground Detection via Robust Low Rank Matrix Factorization including Spatial Constraint with Iterative Reweighted Regression”, International Conference on Pattern Recognition, ICPR 2012, Tsukuba, Japan, November 2012. [Project page] [Presentation][pdf][Cited by]
C. Guyon, T. Bouwmans, E. Zahzah, “Moving Object Detection via Robust Low Rank Matrix Decomposition with IRLS scheme”, International Symposium on Visual Computing, ISVC 2012,pages 665–674, Rethymnon, Crete, Greece, July 2012. [Project page] [Presentation][pdf][Cited by]
C. Guyon, T. Bouwmans, E. Zahzah, “Moving Object Detection by Robust PCA solved via a Linearized Symmetric Alternating Direction Method”, International Symposium on Visual Computing, ISVC 2012, pages 427-436, Rethymnon, Crete, Greece, July 2012. [Project page] [Presentation][pdf][Cited by]
C. Guyon, T. Bouwmans, E. Zahzah, "Foreground Detection by Robust PCA solved via a Linearized Alternating Direction Method", International Conference on Image Analysis and Recognition, ICIAR 2012, pages 115-122, Aveiro, Portugal, June 2012. [Project page] [Poster][pdf][Cited by]
C. Guyon, T. Bouwmans, E. Zahzah, "Foreground detection based on low-rank and block-sparse matrix decomposition", IEEE International Conference on Image Processing, ICIP 2012, pages 1225-1228, Orlando, Florida, USA, September 2012. [Project page] [Presentation][pdf][Cited by]