A nonlocal low rank model for Poisson noise removal

DOI10.3934/ipi.2021003zbMath1467.94008OpenAlexW3115861417MaRDI QIDQ2037225

You-Wei Wen, Ming-Chao Zhao, Hong-Wei Li, Michael Kwok-Po Ng

Publication date: 30 June 2021

Published in: Inverse Problems and Imaging (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/ipi.2021003

zbMATH Keywords

nuclear normPoisson noisepatchnon-locallow rank

Mathematics Subject Classification ID

Numerical optimization and variational techniques (65K10) Computing methodologies for image processing (68U10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)

Related Items (2)

Fully-connected tensor network decomposition for robust tensor completion problem ⋮ A hybrid alternating minimization algorithm for structured convex optimization problems with application in Poissonian image processing

Uses Software

• UTV

Cites Work

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• Nonlinear total variation based noise removal algorithms
• Fixed point and Bregman iterative methods for matrix rank minimization
• Adaptive total variation image deblurring: a majorization-minimization approach
• Low rank prior and total variation regularization for image deblurring
• Primal-dual algorithms for total variation based image restoration under Poisson noise
• A Singular Value Thresholding Algorithm for Matrix Completion
• Total Variation Restoration of Images Corrupted by Poisson Noise with Iterated Conditional Expectations
• Efficient gradient projection methods for edge-preserving removal of Poisson noise
• Image deblurring with Poisson data: from cells to galaxies
• Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter
• Analysis of Discrete Ill-Posed Problems by Means of the L-Curve
• $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation
• Sparsity-Based Poisson Denoising With Dictionary Learning
• Multi-Scale Patch-Based Image Restoration
• Weighted Schatten <inline-formula> <tex-math notation="LaTeX">$p$ </tex-math> </inline-formula>-Norm Minimization for Image Denoising and Background Subtraction
• Multiscale modeling and estimation of Poisson processes with application to photon-limited imaging
• Image Denoising Methods. A New Nonlocal Principle
• Multilevel algorithm for a Poisson noise removal model with total-variation regularization
• Variational Bayesian Blind Deconvolution Using a Total Variation Prior
• Restoration of Poissonian Images Using Alternating Direction Optimization
• Optimal Inversion of the Anscombe Transformation in Low-Count Poisson Image Denoising
• Signal Recovery by Proximal Forward-Backward Splitting
• Weak convergence of the sequence of successive approximations for nonexpansive mappings
• A Review of Image Denoising Algorithms, with a New One
• THE TRANSFORMATION OF POISSON, BINOMIAL AND NEGATIVE-BINOMIAL DATA

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