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Computational Methods for Inverse Problems in Imaging

Engelsk Paperback

Computational Methods for Inverse Problems in Imaging

Engelsk Paperback
Tjek vores konkurrenters priser

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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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.


Produktdetaljer
Sprog: Engelsk
Sider: 166
ISBN-13: 9783030328849
Indbinding: Paperback
Udgave:
ISBN-10: 3030328848
Kategori: Numerisk analyse
Udg. Dato: 9 dec 2020
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 9 dec 2020
Forfatter(e):
Forfatter(e)


Kategori Numerisk analyse


ISBN-13 9783030328849


Sprog Engelsk


Indbinding Paperback


Sider 166


Udgave


Længde 0mm


Bredde 155mm


Højde 235mm


Udg. Dato 9 dec 2020


Oplagsdato 9 dec 2020


Forlag Springer Nature Switzerland AG

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