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Mathematical image processing

Bredies, Kristian.

Mathematical image processing

Record Type:	Electronic resources : Monograph/item
Title/Author:	Mathematical image processingby Kristian Bredies, Dirk Lorenz.
Author:	Bredies, Kristian.
other author:	Lorenz, Dirk.
Published:	Cham :Springer International Publishing :2018.
Description:	xiii, 473 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Image processingCongresses.Mathematics
Online resource:	https://doi.org/10.1007/978-3-030-01458-2
ISBN:	9783030014582$q(electronic bk.)

Mathematical image processing
Bredies, Kristian.

Mathematical image processing[electronic resource] /by Kristian Bredies, Dirk Lorenz. - Cham :Springer International Publishing :2018. - xiii, 473 p. :ill. (some col.), digital ;24 cm. - Applied and numerical harmonic analysis,2296-5009. - Applied and numerical harmonic analysis..

Introduction -- Mathematical preliminaries -- Basic tools -- Frequency and multiscale methods -- Partial differential equations in image processing -- Variational methods.

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)

ISBN: 9783030014582$q(electronic bk.)

Standard No.: 10.1007/978-3-030-01458-2doiSubjects--Topical Terms:

439192
Image processing
--Mathematics--Congresses.

LC Class. No.: TA1637 / .B743 2018

Dewey Class. No.: 621.3670151

Mathematical image processing
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300 $a xiii, 473 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Applied and numerical harmonic analysis, $x 2296-5009
505 0 $a Introduction -- Mathematical preliminaries -- Basic tools -- Frequency and multiscale methods -- Partial differential equations in image processing -- Variational methods.
520 $a 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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950 $a Mathematics and Statistics (Springer-11649)