Sparse Background Modeling

Structured Sparsity

Structured Sparsity (J. Huang -Department of Computer Science Rutgers - State University of New Jersey - USA)

J. Huang, T. Zhang, D. Metaxas, "Learning with Structured Sparsity", International Conference on Machine Learning, ICML 2009, Montreal, Quebec, Canada, June, 2009.

Dynamic Group Sparsity

Dynamic Group Sparsity (J. Huang -Department of Computer Science Rutgers - State University of New Jersey - USA)

J. Huang, X. Huang, D. Metaxas, “Learning with Dynamic Group Sparsity”, International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, October 2009.

Dynamic Mode Decomposition

Dynamic Mode Decomposition (J. Kutz)

J. Grosek and J. Kutz, "Dynamic mode decomposition for real-time background/foreground separation in video", Preprint, 2015.