Computational Methods for Inverse Problems in Imaging

Name: Computational Methods for Inverse Problems in Imaging
Brand: Springer Nature Switzerland AG
SKU: 9783030328818
Price: 100.0 EUR
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Autor: Marco Donatelli, Stefano Serra-Capizzano

Jazyk:

Väzba: Pevná

Vydavateľ: Springer Nature Switzerland AG

Dostupnosť: Skladom u dodávateľa

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This book presents recent mathematical methods in the area of inverse problems in imaging with a par...

Informácie o knihe

Autor

Marco Donatelli, Stefano Serra-Capizzano

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2019

Stránok

166

EAN

9783030328818

Enbook ID

24647327

Vydavateľ

Springer Nature Switzerland AG

Hmotnosť

454

Rozmery

155 x 235 x 15

Kompletný popis

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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Computational Methods for Inverse Problems in Imaging

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