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Mathematical image processing

Author: Kristian Bredies; Dirk Lorenz
Publisher: Cham, Switzerland : Birkhäuser, 2018.
Series: Applied and numerical harmonic analysis
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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  Read more...
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Details

Genre/Form: Conference papers and proceedings
Electronic books
Congresses
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Kristian Bredies; Dirk Lorenz
ISBN: 9783030014582 3030014584
OCLC Number: 1085541497
Description: 1 online resource (xiii, 473 pages) : illustrations (some color).
Contents: Introduction --
Mathematical preliminaries --
Basic tools --
Frequency and multiscale methods --
Partial differential equations in image processing --
Variational methods.
Series Title: Applied and numerical harmonic analysis
Responsibility: Kristian Bredies, Dirk Lorenz.

Abstract:

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).

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