Restoration of Poissonian Images Using Nonconvex Regularizer with Overlapping Group Sparsity

DOI10.15388/22-INFOR480OpenAlexW4225680455MaRDI QIDQ5040736

Xinwu Liu, Wenhui Lian

Publication date: 18 October 2022

Published in: Informatica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.15388/22-infor480

zbMATH Keywords

image restorationalternating direction method of multipliersPoisson noiseoverlapping group sparsitynonconvex regularizer

Mathematics Subject Classification ID

Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)

Uses Software

• FSIM

Cites Work

• Enhancing sparsity by reweighted \(\ell _{1}\) minimization
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• High-Order Total Variation-Based Image Restoration
• Nonconvex Total Generalized Variation Model for Image Inpainting
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• On Iteratively Reweighted Algorithms for Nonsmooth Nonconvex Optimization in Computer Vision
• Fast Nonconvex Nonsmooth Minimization Methods for Image Restoration and Reconstruction
• Restoration of Poissonian Images Using Alternating Direction Optimization
• FSIM: A Feature Similarity Index for Image Quality Assessment
• An Augmented Lagrangian Method for Total Variation Video Restoration
• Total Generalized Variation

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