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Kniha Computational Methods for Inverse Problems in Imaging Marco Donatelli

Computational Methods for Inverse Problems in Imaging

Autor: Marco Donatelli
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Springer Nature Switzerland AG
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
2 286 Kč
This book presents recent mathematical methods in the area of inverse problems in imaging with a par...

Informace o knize

Autor
Marco Donatelli
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2020
Stránek
166
EAN
9783030328849
ISBN
3030328848
Enbook ID
33487721
Vydavatel
Springer Nature Switzerland AG
Hmotnost
454
Rozměry
155 x 235 x 10

Kompletní 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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