Dynamic Group Sparsity (DGS) (4 papers)
J. Huang, X. Huang, D. Metaxas, “Learning with Dynamic Group Sparsity”, International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, October 2009.
J. Huang, “Structured Sparsity: Theorems, Algorithms and Applications”, PhD Thesis, University of New Jersey, October 2011.
X. Cui, J. Huang, S. Zhang, D. Metaxas, “Background Subtraction using Group Sparsity and Low Rank Constraint”, European Conference on Computer Vision, ECCV 2012, Firenze, Italy, October 2012.
L. Mei, J. Guo, P. Lu, Q. Liu, F. Teng, "Inland ship detection based on dynamic group sparsity", International Conference on Advanced Computational Intelligence, ICACI 2017, Doha, pages 1-6, 2017.
Spatio-Temporal Group Sparsity (STGS) (1 paper)
X. Liu, J. Yao, X. Hong, X. Huang, Z. Zhou, C. Qi, G.Zhao., "Background Subtraction using Spatio-Temporal Group Sparsity Recovery", IEEE Transactions on Circuits and Systems for Video Technology, pages 1737-1751, 2018.