Linear Approximation (3 papers)
M. Dikmen, T. Huang, “Robust Estimation of Foreground in Surveillance Videos by Sparse Error Estimation”, International Conference on Pattern Recognition, ICPR 2008, Tampa, USA, December 2008.
M. Dikmen, S. Tsai, T. Huang, “Base Selection in Estimating Sparse Foreground in Video”, International Conference on Image Processing, ICIP 2010, Cairo, Egypt, November 2009.
M. Dikmen, “A Foreground Detection System for Automatic Surveillance”, PhD Thesis, University of Illinois, Urbana-Champaign, January 2010.
Linear Regression (4 papers)
G. Xue, L. Song, J. Sun, M. Wu, “Foreground estimation based on robust linear regression model", International Conference on Image Processing, ICIP 2011, pages 3330-3333, September 2011.
G. Xue, L. Song, J. Sun, “Foreground estimation based on linear regression model with fused sparsity on outliers”, IEEE Transactions on Circuits and Systems for Video Technology, 2013.
Y. Hu, K. Sirlantzis, G. Howells, P. Rodriguez, “An online background subtraction algorithm using contiguously weighted linear regression”, European Signal Processing Conference, EUSIPCO 2015, 2015.
M. Qin, Y. Lu, H. Di, W. Huang, “A Background Basis Selection-Based Foreground Detection Method”, IEEE Transactions on Multimedia, Volume 18, No. 7, July 2016.