Note: This list of publications comes from my research. Please cite my following paper:
T. Bouwmans, “Subspace Learning for Background Modeling: A Survey”, Recent Patents on Computer Science, Volume 2, No 3, pages 223-234, November 2009.
List of Publications on Background Modeling using SL-ICA for Foreground Detection
M. Yamazaki, G. Xu, Y. Chen, “Detection of Moving Objects by Independent Component Analysis”, ACCV 2006, pages 467-478, 2006.
S. Chao, D. Tsai, “Motion detection using Independent component analysis based motion detection for indoor surveillance”, 2006.
S. Chao, D. Tsai, Y. Tsai, “Independent component analysis based motion detection for indoor surveillance”, International Conference on Computers and Industrial Engineering, CIE 2006, Taipei, Taiwan, 2006.
D. Tsai, C. Lai, “Independent Component Analysis-Based Background Subtraction for Indoor Surveillance”, IEEE Transactions on Image Processing, 2008.
H. Jimenez-Hernandez, “Background Subtraction Approach based on Independent Component Analysis”, Sensors 2010, Volume 10, pages 6092-6114, 2010.
G. Chunsheng, Z. Ming, “Indoor video moving objects detection based on the independent component analysis with reference”, International Congress on Signal Processing, CISP 2010, pages 322-326, Yantai, China, November 2010.
Z. Zhang, C. Wang, B. Xiao, W. Zhou ,Contextual Constrained Independent Component Analysis Based Foreground Detection for Indoor Surveillance, Asian Conference on Pattern Recognition, ACPR 2011, Beijing, China, November 2011.
C. Guo, F. Xuan, “Moving objects detection based on kernel independent component analysis”, Advanced in Control Engineering and Information Science, pages 1046-1050, 2011.
L. Zhang, “Pyramid contextual constrained ICA based foreground detection for indoor surveillance”, International Congress on Image and Signal Processing, CISP 2012, pages 118-122, October 2012.
H. Sekkati, R. Laganiere, A. Mitiche, R. Youmaran, "Robust background subtraction using geodesic active contours in ICA subspace for video surveillance applications", International Conference on Computer Robot Vision, pages 190-197, May 2012.
Z. Tu, A. Zheng, E. Yang, B. Luo, A. Hussain, "A Biologically Inspired Vision-Based Approach for Detecting Multiple Moving Objects in Complex Outdoor Scenes", Cognitive Computation, January 2015.
H. Toroghi, M. Mirzarezaee, B. Araabi, "Foreground Extraction Using Hilbert-Schmidt Independence Criterion and Particle Swarm Optimization Independent Component Analysis", International Journal of Engineering, Volume 33, No. 5, pages 1020-1026, May 2020.
Y. Huang, Q. Jiang, Y. Qian, "A Novel Method for Video Moving Object Detection using Improved Independent Component Analysis", IEEE Transactions on Circuits and Systems for Video Technology, 2020,