Denoising on Textured Image Using Total Generalized Variation With Overlapping Group Sparsity Based on Fast Split Bregman Method

Denoising on Textured Image Using Total Generalized Variation With Overlapping Group Sparsity Based on Fast Split Bregman Method

The Total Generalized Variation (TGV) model proves effective in removing texture and background patterns in natural images while suppressing the staircase effect introduced by traditional Total Variation (TV) regularization. Nevertheless, TGV falls short in preserving structural features due to its...

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Bibliographic Details
Main Authors: Cheng Zhang, Kin Sam Yen
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Total generalized variation
overlapping group sparsity
texture denoising
split Bregman
Online Access:https://ieeexplore.ieee.org/document/10413467/

Internet

https://ieeexplore.ieee.org/document/10413467/

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