Low Rank Minimization with Contiguous Outliers Detection
DECOLOR (X. Zhou, Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, China)
X. Zhou, C. Yang W. Yu, “Moving Object Detection by Detecting Contiguous Outliers in the Low-Rank Representation”, IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI 2012, pages 597-610, 2012.
Low Rank Minimization with Direct Robust Matrix Factorization
DRMF (J. Schneider, Auton Lab, Carnegie Mellon University, USA)
L. Xiong, X. Chen, J. Schneider, “Direct Robust Matrix Factorization for Anomaly Detection”, International Conference on Data Mining, ICDM 2011, 2011.
Probabilistic Approach to Robust Matrix Factorization
PRMF (Naiyan Wang, Hong Kong University of Science and Technology, Hong Kong, China)
N. Wang, T. Yao, J. Wang, D. Yeung, “A Probabilistic Approach to Robust Matrix Factorization”, European Conference on Computer Vision, ECCV 2012, 2012.
Bayesian Robust Matrix Factorization
BRMF (Naiyan Wang, Hong Kong University of Science and Technology, Hong Kong, China)
N. Wang, D. Yeung, “Bayesian Robust Matrix Factorization for Image and Video Processing”, International Conference on Computer Vision, ICCV 2013, 2013.