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Computational Methods for Inverse Problems in Imaging

Name: Computational Methods for Inverse Problems in Imaging
Brand: Springer Nature Switzerland AG
SKU: 24647327
Price: 39251 HUF
Availability: InStock
Author: Marco Donatelli
ISBN: 9783030328818

Marco Donatelli

Stefano Serra-Capizzano

Language

English

Book Hardback

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

Libristo code: 24647327

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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.