Robust Video Restoration by Joint Sparse and Low Rank Matrix Approximation

Robust principal component analysis?

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

Restoration of images corrupted by mixed Gaussian-impulse noise via l1–l0 minimization

(2011) Yu Xiao et al.   PATTERN RECOGNITION

An Accelerated Proximal Gradient Algorithm for Frame-Based Image Restoration via the Balanced Approach

(2011) Zuowei Shen et al.   SIAM Journal on Imaging Sciences

Recovering Low-Rank and Sparse Components of Matrices from Incomplete and Noisy Observations

(2011) Min Tao et al.   SIAM JOURNAL ON OPTIMIZATION

Image Inpainting by Patch Propagation Using Patch Sparsity

(2010) Zongben Xu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Matrix Completion With Noise

(2010) Emmanuel J Candes et al.   PROCEEDINGS OF THE IEEE

A Singular Value Thresholding Algorithm for Matrix Completion

(2010) Jian-Feng Cai et al.   SIAM JOURNAL ON OPTIMIZATION

Exact Matrix Completion via Convex Optimization

(2009) Emmanuel J. Candès et al.   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

(2009) Amir Beck et al.   SIAM Journal on Imaging Sciences

Image Sequence Denoising via Sparse and Redundant Representations

(2008) M. Protter et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING