Incremental Principal Component Pursuit for Video Background Modeling

Robust PCA via Principal Component Pursuit: A review for a comparative evaluation in video surveillance

(2014) Thierry Bouwmans et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

An Online Algorithm for Separating Sparse and Low-Dimensional Signal Sequences From Their Sum

(2014) Han Guo et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Iterative Grassmannian optimization for robust image alignment

(2014) Jun He et al.   IMAGE AND VISION COMPUTING

Video background modeling: recent approaches, issues and our proposed techniques

(2013) Munir Shah et al.   MACHINE VISION AND APPLICATIONS

pROST: a smoothed $$\ell _p$$ ℓ p -norm robust online subspace tracking method for background subtraction in video

(2013) Florian Seidel et al.   MACHINE VISION AND APPLICATIONS

RASL: Robust Alignment by Sparse and Low-Rank Decomposition for Linearly Correlated Images

(2012) Yigang Peng et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Moving Object Detection by Detecting Contiguous Outliers in the Low-Rank Representation

(2012) Xiaowei Zhou et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Robust PCA as Bilinear Decomposition With Outlier-Sparsity Regularization

(2012) Gonzalo Mateos et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Robust principal component analysis?

(2011) Emmanuel J. Candès et al.   JOURNAL OF THE ACM

Low-rank incremental methods for computing dominant singular subspaces

(2011) C.G. Baker et al.   LINEAR ALGEBRA AND ITS APPLICATIONS