Description
Variational Methods in Imaging, Softcover reprint of hardcover 1st ed. 2009
Applied Mathematical Sciences Series, Vol. 167
Authors: Scherzer Otmar, Grasmair Markus, Grossauer Harald, Haltmeier Markus, Lenzen Frank
Language: EnglishSubjects for Variational Methods in Imaging:
Approximative price 52.74 €
In Print (Delivery period: 15 days).
Add to cart the book of Scherzer Otmar, Grasmair Markus, Grossauer Harald, Haltmeier Markus, Lenzen FrankPublication date: 11-2010
320 p. · 15.5x23.5 cm · Paperback
Approximative price 52.74 €
Subject to availability at the publisher.
Add to cart the book of Scherzer Otmar, Grasmair Markus, Grossauer Harald, Haltmeier Markus, Lenzen FrankPublication date: 10-2008
320 p. · 15.5x23.5 cm · Hardback
Description
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This book is devoted to the study of variational methods in imaging. The presentation is mathematically rigorous and covers a detailed treatment of the approach from an inverse problems point of view. Many numerical examples accompany the theory throughout the text. 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.
Introduces variational methods with motivation from the deterministic, geometric and stochastic point of view
Presents case examples in imaging to illustrate the use of variational methods e.g. denoising, thermoacoustics, computerized tomography
Discusses link between noncovex calculus of variations, morphological analysis and level set methods
Analyses variational methods containing classical analysis of variational methods, modern analysis such as G-norm properties and nonconvex calculus of variations
Includes additional material and images online
Includes supplementary material: sn.pub/extras