Single image denoising via multi-scale weighted group sparse coding

Multi-scale low-rank approximation method for image denoising

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

Detail preserving image denoising with patch-based structure similarity via sparse representation and SVD

(2021) Miaowen Shi et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Image denoising based on nonconvex anisotropic total-variation regularization

(2021) Juncheng Guo et al.   SIGNAL PROCESSING

Image denoising via structure-constrained low-rank approximation

(2020) Yongqin Zhang et al.   NEURAL COMPUTING & APPLICATIONS

SAR Speckle Removal Using Hybrid Frequency Modulations

(2020) Shuaiqi Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Tchebichef and Adaptive Steerable-Based Total Variation Model for Image Denoising

(2019) Ahlad Kumar et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

External Patch-Based Image Restoration Using Importance Sampling

(2019) Milad Niknejad et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Texture Variation Adaptive Image Denoising With Nonlocal PCA

(2019) Wenzhao Zhao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

An $\alpha$ -Divergence-Based Approach for Robust Dictionary Learning

(2019) Asif Iqbal et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Image Denoising Based on Nonlocal Bayesian Singular Value Thresholding and Stein’s Unbiased Risk Estimator

(2019) Caoyuan Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A SAR Image Despeckling Method Using Multi-Scale Nonlocal Low-Rank Model

(2019) Dongdong Guan et al.   IEEE Geoscience and Remote Sensing Letters

External Prior Guided Internal Prior Learning for Real-World Noisy Image Denoising

(2018) Jun Xu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

An efficient denoising framework using weighted overlapping group sparsity

(2018) Ahlad Kumar et al.   INFORMATION SCIENCES

Group sparsity residual constraint for image denoising with external nonlocal self-similarity prior

(2018) Zhiyuan Zha et al.   NEUROCOMPUTING

Image denoising via overlapping group sparsity using orthogonal moments as similarity measure

(2018) Ahlad Kumar et al.   ISA TRANSACTIONS

Speckle Suppression Based on Weighted Nuclear Norm Minimization and Grey Theory

(2018) Shuaiqi Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Graph Laplacian Regularization for Image Denoising: Analysis in the Continuous Domain

(2017) Jiahao Pang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration

(2017) Yunjin Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multiscale self-similarity and sparse representation based single image super-resolution

(2017) Chao Xie et al.   NEUROCOMPUTING

An Efficient SVD-Based Method for Image Denoising

(2016) Qiang Guo et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

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

Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision

(2016) Shuhang Gu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

ℓ1-K-SVD: A robust dictionary learning algorithm with simultaneous update

(2016) Subhadip Mukherjee et al.   SIGNAL PROCESSING

Image Restoration via Simultaneous Sparse Coding: Where Structured Sparsity Meets Gaussian Scale Mixture

(2015) Weisheng Dong et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

$L_{1}$ -Norm Low-Rank Matrix Factorization by Variational Bayesian Method

(2015) Qian Zhao et al.   IEEE Transactions on Neural Networks and Learning Systems

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

Fields of Experts

(2009) Stefan Roth et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION