Computer Vision Analysis of Image Motion by Variational Methods
Language: English
Published by Springer International Publishing, 2016
- Softcover
- New
Condition: New
£ 79.57
Quantity: Over 20 available
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Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Covers the four core subjects of motion analysis: motion estimation, detection, tracking, and 3d-interpretation Includes an overview on the mathematical background needed for variational methods Written by well-known experts in the field.
Seller Inventory # 448748410
- Title
- Computer Vision Analysis of Image Motion by Variational Methods
- Author
- Amar Mitiche|J.K. Aggarwal
- Publisher
- Springer International Publishing
- Publication year
- 2016
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 3319375474
- ISBN 13
- 9783319375472
- Series
- Book 4 of 16: Springer Topics in Signal Processing
- Seller catalogs
- Mathematik/Naturwissenschaften/Technik/Medizin
"Synopsis" may belong to another edition of this title.
From the Back Cover
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.
"About the title" may belong to another edition of this title.
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