Dirk Lorenz: Mathematical Image Processing

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Sprache: Englisch

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Beschreibung

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)

Über den Autor

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.

Zusammenfassung

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

Inhaltsverzeichnis

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

Details

Erscheinungsjahr:	2019
Fachbereich:	Allgemeines
Genre:	Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
Inhalt:	xiii 473 S. 107 s/w Illustr. 22 farbige Illustr. 473 p. 129 illus. 22 illus. in color.
ISBN-13:	9783030014575
ISBN-10:	3030014576
Sprache:	Englisch
Herstellernummer:	978-3-030-01457-5
Einband:	Gebunden
Autor:	Lorenz, Dirk Bredies, Kristian
Auflage:	1st edition 2018
Hersteller:	Springer International Publishing
Verantwortliche Person für die EU:	Springer Basel AG in Springer Science + Business Media, Heidelberger Platz 3, D-14197 Berlin, juergen.hartmann@springer.com
Maße:	241 x 160 x 32 mm
Von/Mit:	Dirk Lorenz (u. a.)
Erscheinungsdatum:	28.02.2019
Gewicht:	0,893 kg

Artikel-ID: 114275490