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portada Computational Methods for Inverse Problems in Imaging (Springer Indam Series)
Type
Physical Book
Publisher
Year
2019
Language
English
Pages
166
Format
Hardcover
ISBN13
9783030328818
Edition No.
1
Categories

Computational Methods for Inverse Problems in Imaging (Springer Indam Series)

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Synopsis "Computational Methods for Inverse Problems in Imaging (Springer Indam Series) "

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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