A fast splitting method for efficient Split Bregman iterations

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摘要

In this paper we propose a new fast splitting algorithm to solve the Weighted Split Bregman minimization problem in the backward step of an accelerated Forward–Backward algorithm. Beside proving the convergence of the method, numerical tests, carried out on different imaging applications, prove the accuracy and computational efficiency of the proposed algorithm.

论文关键词:Weighted Total Variation,Accelerated Forward Backward,FISTA,Split Bregman

论文评审过程:Received 3 October 2018, Revised 30 January 2019, Accepted 25 March 2019, Available online 9 April 2019, Version of Record 9 April 2019.

论文官网地址:https://doi.org/10.1016/j.amc.2019.03.065