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Computational Methods for Inverse Problems in Imaging

Language EnglishEnglish
Book Hardback
Book Computational Methods for Inverse Problems in Imaging Marco Donatelli
Libristo code: 24647327
Publishers Springer Nature Switzerland AG, December 2019
This book presents recent mathematical methods in the area of inverse problems in imaging with a par... Full description
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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.

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About the book

Full name Computational Methods for Inverse Problems in Imaging
Author Marco Donatelli, Stefano Serra-Capizzano
Language English
Binding Book - Hardback
Date of issue 2019
Number of pages 166
EAN 9783030328818
Libristo code 24647327
Publishers Springer Nature Switzerland AG
Weight 454
Dimensions 155 x 235 x 15

Categories

Mathematics & Science > Mathematics > Calculus & mathematical analysis > Numerical analysis
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