Low Rank Prior and Total Variation Regularization for Image Deblurring

Data-Driven Multi-scale Non-local Wavelet Frame Construction and Image Recovery

(2014) Yuhui Quan et al.   JOURNAL OF SCIENTIFIC COMPUTING

Data-driven tight frame construction and image denoising

(2013) Jian-Feng Cai et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Reduced rank regression via adaptive nuclear norm penalization

(2013) K. Chen et al.   BIOMETRIKA

A Dictionary Learning Approach for Poisson Image Deblurring

(2013) Liyan Ma et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Efficient Box-Constrained TV-Type-l^1 Algorithms for Restoring Images with Impulse Noise

(2013) Liyan Ma et al.   JOURNAL OF COMPUTATIONAL MATHEMATICS

Exact Low-Rank Matrix Completion from Sparsely Corrupted Entries Via Adaptive Outlier Pursuit

(2013) Ming Yan et al.   JOURNAL OF SCIENTIFIC COMPUTING

Sparse Representation Prior and Total Variation--Based Image Deblurring under Impulse Noise

(2013) Liyan Ma et al.   SIAM Journal on Imaging Sciences

Anisotropic nonlocal means denoising

(2012) Arian Maleki et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

An Iterative Lagrange Multiplier Method for Constrained Total-Variation-Based Image Denoising

(2012) Jianping Zhang et al.   SIAM JOURNAL ON NUMERICAL ANALYSIS

BM3D Frames and Variational Image Deblurring

(2011) A. Danielyan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Matching pursuit shrinkage in Hilbert spaces

(2011) Tieyong Zeng et al.   SIGNAL PROCESSING

Direct Sparse Deblurring

(2010) Yifei Lou et al.   JOURNAL OF MATHEMATICAL IMAGING AND VISION

A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging

(2010) Antonin Chambolle et al.   JOURNAL OF MATHEMATICAL IMAGING AND VISION

On the Role of Sparse and Redundant Representations in Image Processing

(2010) Michael Elad et al.   PROCEEDINGS OF THE IEEE

Bregmanized Nonlocal Regularization for Deconvolution and Sparse Reconstruction

(2010) Xiaoqun Zhang et al.   SIAM Journal on Imaging Sciences

Augmented Lagrangian Method, Dual Methods, and Split Bregman Iteration for ROF, Vectorial TV, and High Order Models

(2010) Chunlin Wu et al.   SIAM Journal on Imaging Sciences

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

Variational Bayesian Image Restoration With a Product of Spatially Weighted Total Variation Image Priors

(2009) Giannis Chantas et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Fast Two-Phase Image Deblurring Under Impulse Noise

(2009) Jian-Feng Cai et al.   JOURNAL OF MATHEMATICAL IMAGING AND VISION

Image Recovery via Nonlocal Operators

(2009) Yifei Lou et al.   JOURNAL OF SCIENTIFIC COMPUTING

Split Bregman Methods and Frame Based Image Restoration

(2009) Jian-Feng Cai et al.   MULTISCALE MODELING & SIMULATION

An Efficient Primal-Dual Method for $L^1$TV Image Restoration

(2009) Yiqiu Dong et al.   SIAM Journal on Imaging Sciences

The Split Bregman Method for L1-Regularized Problems

(2009) Tom Goldstein et al.   SIAM Journal on Imaging Sciences

Efficient Total Variation Minimization Methods for Color Image Restoration

(2008) You-Wei Wen et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Nonlocal Operators with Applications to Image Processing

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