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portada Computational Methods for Inverse Problems in Imaging
Type
Physical Book
Publisher
Author
Language
English
Pages
166
Format
Paperback
Dimensions
23.4 x 15.6 x 1.0 cm
Weight
0.26 kg.
ISBN13
9783030328849
Categories

Computational Methods for Inverse Problems in Imaging

Donatelli, Marco ; Serra-Capizzano, Stefano (Author) · Springer · Paperback

Computational Methods for Inverse Problems in Imaging - Donatelli, Marco ; Serra-Capizzano, Stefano

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Synopsis "Computational Methods for Inverse Problems in Imaging"

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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