Accelerated alternating minimization algorithm for Poisson noisy image recovery

DOI10.1080/17415977.2019.1709454zbMath1465.94015OpenAlexW2997970126MaRDI QIDQ4991505

Poom Kumam, Anantachai Padcharoen, D. Kitkuan, Jewaidu Rilwan, Wiyada Kumam

Publication date: 3 June 2021

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

Full work available at URL: https://doi.org/10.1080/17415977.2019.1709454

zbMATH Keywords

total variationalternating direction methodimage restorationcorrection procedurePoisson noise images

Mathematics Subject Classification ID

Computing methodologies for image processing (68U10) Fixed-point theorems (47H10) Contraction-type mappings, nonexpansive mappings, (A)-proper mappings, etc. (47H09) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)

Related Items (10)

A combined higher order non-convex total variation with overlapping group sparsity for Poisson noise removal ⋮ Unnamed Item ⋮ A modified Tseng splitting method with double inertial steps for solving monotone inclusion problems ⋮ A hybrid alternating minimization algorithm for structured convex optimization problems with application in Poissonian image processing ⋮ Unnamed Item ⋮ Unnamed Item ⋮ Unnamed Item ⋮ New inertial relaxed method for solving split feasibilities ⋮ A Poisson equation-based method for 3D reconstruction of animated images ⋮ On solving image deblurring problem via Nash equilibrium

Uses Software

• VARD

Cites Work

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