Low-rank with sparsity constraints for image denoising

Single image denoising via multi-scale weighted group sparse coding

(2022) Yang Ou et al.   SIGNAL PROCESSING

Dual Non-Autonomous Deep Convolutional Neural Network for Image Denoising

(2021) Xixi Jia et al.   INFORMATION SCIENCES

Estimation of the parameters of a weighted nuclear norm model and its application in image denoising

(2020) Hongyao Deng et al.   INFORMATION SCIENCES

Gray-level image denoising with an improved weighted sparse coding

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

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

(2019) Ahlad Kumar 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

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

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

Kernel Wiener filtering model with low-rank approximation for image denoising

(2018) Yongqin Zhang et al.   INFORMATION SCIENCES

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

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

(2017) Kai Zhang 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

An Efficient SVD-Based Method for Image Denoising

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

Adaptive Image Denoising by Mixture Adaptation

(2016) Enming Luo 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

Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision

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

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

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

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

Structured Overcomplete Sparsifying Transform Learning with Convergence Guarantees and Applications

(2014) Bihan Wen et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

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

Robust Recovery of Subspace Structures by Low-Rank Representation

(2012) Guangcan Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Image Reconstruction From Random Samples With Multiscale Hybrid Parametric and Nonparametric Modeling

(2011) Guangtao Zhai et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

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

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

Recovering Low-Rank and Sparse Components of Matrices from Incomplete and Noisy Observations

(2011) Min Tao et al.   SIAM JOURNAL ON OPTIMIZATION

A Singular Value Thresholding Algorithm for Matrix Completion

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

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

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