Weighted Low-Rank Approximation of Matrices and Background Modeling

Aritra Dutta, Xin Li, Peter Richtarik

We primarily study a special a weighted low-rank approximation of matrices and then apply it to solve the background modeling problem. We propose two algorithms for this purpose: o…