Variational Methods in Imaging | Taschenbuch

Cover: 9781441921666 | Variational Methods in Imaging | Otmar Scherzer (u. a.) | Taschenbuch

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Sprache: Englisch

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Beschreibung

This book focuses on variational methods in imaging science. Many numerical examples accompany the theory throughout the text. This systematic presentation includes additional material and images available on the website. It is geared towards graduate students and researchers in applied mathematics. Researchers in the area of imaging science will also find this book appealing. It can serve as a main text in courses in image processing or as a supplemental text for courses on regularization and inverse problems at the graduate level.

Zusammenfassung

Inhaltsverzeichnis

Fundamentals of Imaging.- Case Examples of Imaging.- Image and Noise Models.- Regularization.- Variational Regularization Methods for the Solution of Inverse Problems.- Convex Regularization Methods for Denoising.- Variational Calculus for Non-convex Regularization.- Semi-group Theory and Scale Spaces.- Inverse Scale Spaces.- Mathematical Foundations.- Functional Analysis.- Weakly Differentiable Functions.- Convex Analysis and Calculus of Variations.

Details

Erscheinungsjahr:	2010
Fachbereich:	Allgemeines
Genre:	Importe , Mathematik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Reihe:	Applied Mathematical Sciences
Inhalt:	xiv 320 S. 72 s/w Illustr.
ISBN-13:	9781441921666
ISBN-10:	1441921664
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Scherzer, Otmar Grasmair, Markus Grossauer, Harald Haltmeier, Markus Lenzen, Frank
Hersteller:	Springer Applied Mathematical Sciences
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 19 mm
Von/Mit:	Otmar Scherzer (u. a.)
Erscheinungsdatum:	19.11.2010
Gewicht:	0,511 kg