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Applied and Numerical Harmonic Analysis

Mathematical Image Processing

Authors: Bredies, Kristian, Lorenz, Dirk

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  • The book sets out pragmatically and sensibly to introduce to the fast field of mathematical techniques in solving many specific problems in image processing
  • Covers also more recent methods based on PDE and variational methods
  • Has the virtues of a good an handy reference manual
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eBook 53,49 €
price for Spain (gross)
  • ISBN 978-3-030-01458-2
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Hardcover 67,59 €
price for Spain (gross)
  • ISBN 978-3-030-01457-5
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  • Immediate ebook access, if available*, with your print order
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About this Textbook

This book addresses the mathematical aspects of modern image processing methods, with a special emphasis on the underlying ideas and concepts. It discusses a range of modern mathematical methods used to accomplish basic imaging tasks such as denoising, deblurring, enhancing, edge detection and inpainting. In addition to elementary methods like point operations, linear and morphological methods, and methods based on multiscale representations, the book also covers more recent methods based on partial differential equations and variational methods.
Review of the German Edition: The overwhelming impression of the book is that of a very professional presentation of an appropriately developed and motivated textbook for a course like an introduction to fundamentals and modern theory of mathematical image processing. Additionally, it belongs to the bookcase of any office where someone is doing research/application in image processing. It has the virtues of a good and handy reference manual. (zbMATH, reviewer: Carl H. Rohwer, Stellenbosch)

About the authors

Dirk Lorenz is professor at TU Braunschweig, Institute for Analysis and Algebra. His research areas are: Inverse Problemes and Mathematical Image Processing.

Kristian Bredies is professor at Karl-Franzens-Universität Graz. His research interests include mathematical imaging, variational methods and numerical optimization.



Reviews

“This book is devoted to researches in image processing and can be used for courses of applied mathematics. This book can be treated as a good starting point, since it introduces the reader into the base theory of mathematical image processing and shows the wide spectrum of approaches to typical image processing tasks.” (Agnieszka Lisowska, zbMath 1418.94001, 2019)

Table of contents (6 chapters)

Table of contents (6 chapters)

Buy this book

eBook 53,49 €
price for Spain (gross)
  • ISBN 978-3-030-01458-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 67,59 €
price for Spain (gross)
  • ISBN 978-3-030-01457-5
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually ready to be dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Mathematical Image Processing
Authors
Series Title
Applied and Numerical Harmonic Analysis
Copyright
2018
Publisher
Birkhäuser Basel
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-01458-2
DOI
10.1007/978-3-030-01458-2
Hardcover ISBN
978-3-030-01457-5
Series ISSN
2296-5009
Edition Number
1
Number of Pages
XIII, 473
Number of Illustrations
107 b/w illustrations, 22 illustrations in colour
Topics

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