
Computer Vision Analysis of Image Motion by Variational Methods
Springer (Publisher)
1st Edition
Published on 18. September 2013
Book
Hardback
VII, 207 pages
978-3-319-00710-6 (ISBN)
Description
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.
More details
Series
Edition
2014
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Research
Illustrations
29 farbige Abbildungen, 25 s/w Abbildungen
VII, 207 p. 54 illus., 29 illus. in color.
Dimensions
Height: 241 mm
Width: 160 mm
Thickness: 17 mm
Weight
494 gr
ISBN-13
978-3-319-00710-6 (9783319007106)
DOI
10.1007/978-3-319-00711-3
Schweitzer Classification
Other editions
Additional editions

Amar Mitiche | J.K. Aggarwal
Computer Vision Analysis of Image Motion by Variational Methods
Book
08/2016
Springer
€106.99
Shipment within 10-15 days

Amar Mitiche | J.K. Aggarwal
Computer Vision Analysis of Image Motion by Variational Methods
E-Book
09/2013
1st Edition
Springer
€96.29
Available for download
Content
Image Motion Processing in Visual Function.- Background Preliminaries.- Optical Flow Estimation.- Motion Detection.- Tracking.- Optical Flow Three-Dimensional Interpretation.