2024
DOI: 10.3390/app142210427
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Self-Adaptive Alternating Direction Method of Multipliers for Image Denoising

Mingjie Xie,
Haibing Guo

Abstract: In this study, we introduce a novel self-adaptive alternating direction method of multipliers tailored for image denoising. Our approach begins by formulating a collaborative regularization model that upholds structured sparsity within images while delving into spatial correlations among pixels. To address the challenge of penalty parameter influence on convergence speed, we innovate by proposing a self-adaptive alternating direction method of multipliers. This adaptive technique autonomously adjusts variable … Show more

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