Natural image restoration based on multi-scale group sparsity residual constraints

Low-Rankness Guided Group Sparse Representation for Image Restoration

(2022) Zhiyuan Zha et al.   IEEE Transactions on Neural Networks and Learning Systems

Multi-scale low-rank approximation method for image denoising

(2022) Yang Ou et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Single image denoising via multi-scale weighted group sparse coding

(2022) Yang Ou et al.   SIGNAL PROCESSING

Gray-level image denoising with an improved weighted sparse coding

(2020) Yang Ou et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Image restoration using overlapping group sparsity on hyper-Laplacian prior of image gradient

(2020) Kyongson Jon et al.   NEUROCOMPUTING

LLp norm regularization based group sparse representation for image compressed sensing recovery

(2019) Razieh Keshavarzian et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

Patch-Based Image Inpainting via Two-Stage Low Rank Approximation

(2018) Qiang Guo et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Image Restoration by Iterative Denoising and Backward Projections

(2018) Tom Tirer et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Weighted Schatten $p$ -Norm Minimization for Image Denoising and Background Subtraction

(2016) Yuan Xie et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Multi-Scale Patch-Based Image Restoration

(2016) Vardan Papyan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Compressed sensing image reconstruction via adaptive sparse nonlocal regularization

(2016) Zhiyuan Zha et al.   VISUAL COMPUTER

Image Restoration Using Joint Statistical Modeling in a Space-Transform Domain

(2014) Jian Zhang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Group-Based Sparse Representation for Image Restoration

(2014) Jian Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization

(2013) Yao Hu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Image compressive sensing recovery using adaptively learned sparsifying basis via L0 minimization

(2013) Jian Zhang et al.   SIGNAL PROCESSING

Nonlocally Centralized Sparse Representation for Image Restoration

(2012) Weisheng Dong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

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

(2012) Weisheng Dong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Image Compressive Sensing Recovery via Collaborative Sparsity

(2012) Jian Zhang et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems

(2010) M V Afonso et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Singular Value Thresholding Algorithm for Matrix Completion

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