Computational Methods for Inverse Problems in Imaging

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Synopsis

This book presents recent mathematical methods in the area of inverse problems in imaging with a particular focus on the computational aspects and applications. The formulation of inverse problems in imaging requires accurate mathematical modeling in order to preserve the significant features of the image. The book describes computational methods to efficiently address these problems based on new optimization algorithms for smooth and nonsmooth convex minimization, on the use of structured (numerical) linear algebra, and on multilevel techniques. It also discusses various current and challenging applications in fields such as astronomy, microscopy, and biomedical imaging. The book is intended for researchers and advanced graduate students interested in inverse problems and imaging.

Book details

Edition:
1st ed. 2019
Series:
Springer INdAM Series (Book 36)
Author:
Marco Donatelli, Stefano Serra-Capizzano
ISBN:
9783030328825
Related ISBNs:
9783030328818
Publisher:
Springer International Publishing
Pages:
N/A
Reading age:
Not specified
Includes images:
Yes
Date of addition:
2020-02-13
Usage restrictions:
Copyright
Copyright date:
2019
Copyright by:
Springer Nature Switzerland AG 
Adult content:
No
Language:
English
Categories:
Mathematics and Statistics, Nonfiction, Technology