Preconditioned Three-Operator Splitting Algorithm with Applications to Image Restoration

In this paper, we present primal-dual splitting algorithms for the convex minimization problem involving smooth functions with Lipschitzian gradient, finite sum of nonsmooth proximable functions, and linear composite functions. Many total variation-based image processing problems are special cases o...

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Bibliographic Details
Published in:	Journal of scientific computing Vol. 92; no. 3; p. 106
Main Authors:	Tang, Yuchao, Wen, Meng, Zeng, Tieyong
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.09.2022 Springer Nature B.V
Subjects:	Algorithms Composite functions Computational Mathematics and Numerical Analysis Convex analysis Image processing Image restoration Mathematical and Computational Engineering Mathematical and Computational Physics Mathematics Mathematics and Statistics Optimization Splitting Theoretical Convex minimization Three-operator splitting algorithm Primal-dual algorithm 90C46 90C25 Total variation 47A52
ISSN:	0885-7474, 1573-7691
Online Access:	Get full text
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