Nonconvex Rician noise removal via convergent plug-and-play framework

Applied Mathematical Modelling（2023）

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Abstract

•We propose a new plug-and-play deep neural network method to remove Rician noise.•We prove some mathematical properties and the convergence of the proposed method.•Experimental results show that the proposed method outperforms existing methods.

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Key words

Rician noise removal,Plug-and-play method,Non-convex model,Global convergence,Alternating direction method of multipliers

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