Cover image for Parallel Operator Splitting Algorithms with Application to Imaging Inverse Problems
Title:
Parallel Operator Splitting Algorithms with Application to Imaging Inverse Problems
Author:
He, Chuan. author.
ISBN:
9789819937509
Edition:
1st ed. 2023.
Physical Description:
XIII, 199 p. 53 illus., 22 illus. in color. online resource.
Series:
Advanced and Intelligent Manufacturing in China,
Contents:
Introduction -- Mathematical Fundamentals -- Ill-poseness of imaging inverse problems and regularization for detail preservation -- Fast parameter estimation in TV-based image restoration -- Parallel alternating derection method of multipliers with application to image restoration -- Parallel primal-dual method with application to image restoration.
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