Nonlocal Image Restoration With Bilateral Variance Estimation: A Low-Rank Approach

Image Recovery Via Hybrid Sparse Representations: A Deterministic Annealing Approach

(2011) Xin Li   IEEE Journal of Selected Topics in Signal Processing

Bayesian Robust Principal Component Analysis

(2011) Xinghao Ding et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images

(2011) Mingyuan Zhou et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Robust principal component analysis?

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

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

Clustering-Based Denoising With Locally Learned Dictionaries

(2009) P. Chatterjee et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Patch-Based Video Processing: A Variational Bayesian Approach

(2008) Xin Li et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Nonlocal Discrete Regularization on Weighted Graphs: A Framework for Image and Manifold Processing

(2008) A. Elmoataz et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Image Interpolation by Adaptive 2-D Autoregressive Modeling and Soft-Decision Estimation

(2008) Xiangjun Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Nonlocal Operators with Applications to Image Processing

(2008) Guy Gilboa et al.   MULTISCALE MODELING & SIMULATION