Nonlocally Centralized Sparse Representation for Image Restoration

Universal Regularizers for Robust Sparse Coding and Modeling

(2012) Ignacio Ramirez et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Image Deblurring and Super-Resolution by Adaptive Sparse Domain Selection and Adaptive Regularization

(2011) Weisheng Dong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

FSIM: A Feature Similarity Index for Image Quality Assessment

(2011) Lin Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

BM3D Frames and Variational Image Deblurring

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

L1-L2 Optimization in Signal and Image Processing

(2010) Michael Zibulevsky et al.   IEEE SIGNAL PROCESSING MAGAZINE

Image Super-Resolution Via Sparse Representation

(2010) Jianchao Yang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

On the Role of Sparse and Redundant Representations in Image Processing

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

Computational Methods for Sparse Solution of Linear Inverse Problems

(2010) Joel A Tropp et al.   PROCEEDINGS OF THE IEEE

Dictionaries for Sparse Representation Modeling

(2010) Ron Rubinstein et al.   PROCEEDINGS OF THE IEEE

Bregmanized Nonlocal Regularization for Deconvolution and Sparse Reconstruction

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

Fast Gradient-Based Algorithms for Constrained Total Variation Image Denoising and Deblurring Problems

(2009) A. Beck et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Plurality of Sparse Representations Is Better Than the Sparsest One Alone

(2009) Michael Elad et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

From Local Kernel to Nonlocal Multiple-Model Image Denoising

(2009) Vladimir Katkovnik et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images

(2009) Alfred M. Bruckstein et al.   SIAM REVIEW

Adaptive total variation image deblurring: A majorization–minimization approach

(2009) João P. Oliveira et al.   SIGNAL PROCESSING

Enhancing Sparsity by Reweighted ℓ 1 Minimization

(2008) Emmanuel J. Candès et al.   JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS

Image Super-Resolution by TV-Regularization and Bregman Iteration

(2008) Antonio Marquina et al.   JOURNAL OF SCIENTIFIC COMPUTING

Sparse Representation for Color Image Restoration

(2007) Julien Mairal et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING