Inverse Imaging with Poisson Data
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Inverse Imaging with Poisson Data

From cells to galaxies
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ISBN-13:
9780750314374
Einband:
EPUB
Seiten:
0
Autor:
Mario Bertero
Serie:
IOP Expanding Physics
eBook Typ:
Adobe Digital Editions
eBook Format:
EPUB
Kopierschutz:
Adobe DRM [Hard-DRM]
Sprache:
Englisch
Beschreibung:


Inverse Imaging with Poisson Data is an invaluable resource for graduate students, postdocs and researchers interested in the application of inverse problems to the domains of applied sciences, such as microscopy, medical imaging and astronomy.














Inverse Imaging with Poisson Data is an invaluable resource for graduate students, postdocs and researchers interested in the application of inverse problems to the domains of applied sciences, such as microscopy, medical imaging and astronomy. The purpose of the book is to provide a comprehensive account of the theoretical results, methods and algorithms related to the problem of image reconstruction from Poisson data within the framework of the maximum likelihood approach introduced by Shepp and Vardi.








1 Introduction


2 Examples of applications


3 Mathematical modeling


4 Statistical approaches in a discrete setting


5 Simple reconstruction methods


6 Optimization methods


7 Numerics


8 Specific topics in image deblurring


9 Towards a regularization theory


A Appendix











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