Computer Vision Analysis of Image Motion by Variational Methods

Language: English

Published by Springer, Springer Aug 2016, 2016

3319375474 / 9783319375472

Series: Book 4 of 16 - Springer Topics in Signal Processing

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This item is printed on demand - Print on Demand Titel. Neuware -This book presents a unified view of image motion analysis under the variational framework. Variational methods, rooted in physics and mechanics, but appearing in many other domains, such as statistics, control, and computer vision, address a problem from an optimization standpoint, i.e., they formulate it as the optimization of an objective function or functional. The methods of image motion analysis described in this book use the calculus of variations to minimize (or maximize) an objective functional which transcribes all of the constraints that characterize the desired motion variables. The book addresses the four core subjects of motion analysis: Motion estimation, detection, tracking, and three-dimensional interpretation. Each topic is covered in a dedicated chapter. The presentation is prefaced by an introductory chapter which discusses the purpose of motion analysis. Further, a chapter is included which gives the basic tools and formulae related to curvature, Euler Lagrange equations, unconstrained descent optimization, and level sets, that the variational image motion processing methods use repeatedly in the book.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 216 pp. Englisch.

Seller Inventory # 9783319375472

Title
Computer Vision Analysis of Image Motion by Variational Methods
Author
Amar Mitiche
Publisher
Springer, Springer Aug 2016
Publication year
2016
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3319375474
ISBN 13
9783319375472
Item weight
335 grams
Dimensions
235x155x12 mm
Series
Book 4 of 16: Springer Topics in Signal Processing

buchversandmimpf2000

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