Image Restoration Using Joint Statistical Modeling in Space-Transform
Domain

Image Restoration Using Joint Statistical Modeling in Space-Transform Domain

11 May 2014

Jian Zhang

ArXiv (abs)PDF HTML

Papers citing "Image Restoration Using Joint Statistical Modeling in Space-Transform Domain"

17 / 17 papers shown

WTDUN: Wavelet Tree-Structured Sampling and Deep Unfolding Network for
Image Compressed Sensing

WTDUN: Wavelet Tree-Structured Sampling and Deep Unfolding Network for Image Compressed Sensing

267

0

0

25 Nov 2024

Deep Shape-Texture Statistics for Completely Blind Image Quality
Evaluation

Deep Shape-Texture Statistics for Completely Blind Image Quality Evaluation

Shiqi Wang

425

9

0

16 Jan 2024

Dynamic Attentive Graph Learning for Image Restoration

Dynamic Attentive Graph Learning for Image Restoration

307

102

0

14 Sep 2021

COLA-Net: Collaborative Attention Network for Image Restoration

COLA-Net: Collaborative Attention Network for Image RestorationIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021

Jian Zhang

215

89

0

10 Mar 2021

From Group Sparse Coding to Rank Minimization: A Novel Denoising Model
for Low-level Image Restoration

From Group Sparse Coding to Rank Minimization: A Novel Denoising Model for Low-level Image Restoration

333

0

0

10 Jul 2019

Convolutional Deblurring for Natural Imaging

Convolutional Deblurring for Natural Imaging

Mahdi S. Hosseini

Konstantinos N. Plataniotis

277

40

0

25 Oct 2018

Toward Designing Convergent Deep Operator Splitting Methods for
Task-specific Nonconvex Optimization

Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization

215

7

0

28 Apr 2018

A Benchmark for Sparse Coding: When Group Sparsity Meets Rank
Minimization

A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization

315

101

0

12 Sep 2017

Non-Convex Weighted Lp Nuclear Norm based ADMM Framework for Image
Restoration

Non-Convex Weighted Lp Nuclear Norm based ADMM Framework for Image Restoration

242

43

0

24 Apr 2017

Group Sparsity Residual Constraint for Image Denoising

Group Sparsity Residual Constraint for Image Denoising

556

11

0

01 Mar 2017

Analyzing the Weighted Nuclear Norm Minimization and Nuclear Norm
Minimization based on Group Sparse Representation

Analyzing the Weighted Nuclear Norm Minimization and Nuclear Norm Minimization based on Group Sparse Representation

409

14

0

15 Feb 2017

Image denoising using group sparsity residual and external nonlocal
self-similarity prior

Image denoising using group sparsity residual and external nonlocal self-similarity priorInternational Conference on Information Photonics (ICIP), 2017

211

12

0

03 Jan 2017

Globally Variance-Constrained Sparse Representation and Its Application
in Image Set Coding

Globally Variance-Constrained Sparse Representation and Its Application in Image Set CodingIEEE Transactions on Image Processing (IEEE TIP), 2016

Shiqi Wang

183

9

0

17 Aug 2016

A Comparative Study for the Nuclear Norms Minimization Methods

A Comparative Study for the Nuclear Norms Minimization Methods

278

2

0

16 Aug 2016

MARLow: A Joint Multiplanar Autoregressive and Low-Rank Approach for
Image Completion

MARLow: A Joint Multiplanar Autoregressive and Low-Rank Approach for Image Completion

165

24

0

03 May 2016

Mixed Gaussian-Impulse Noise Removal from Highly Corrupted Images via
Adaptive Local and Nonlocal Statistical Priors

Mixed Gaussian-Impulse Noise Removal from Highly Corrupted Images via Adaptive Local and Nonlocal Statistical PriorsIranian Conference on Machine Vision and Image Processing (IMVIP), 2015

Hami Mahdavinataj

A. Aghagolzadeh

108

6

0

29 Aug 2015

Group-based Sparse Representation for Image Restoration

Group-based Sparse Representation for Image RestorationIEEE Transactions on Image Processing (TIP), 2014

Jian Zhang

184

717

0

14 May 2014