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Stereo Scene Flow for 3D Motion Analysis by Andreas Wedel: New
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- Buy it nowStereo Scene Flow for 3D Motion Analysis by Andreas Wedel: New
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Located in: Sparks, Nevada, United States
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eBay item number:283433104307
Item specifics
- Condition
- Book Title
- Stereo Scene Flow for 3D Motion Analysis
- Publication Date
- 2011-08-17
- ISBN
- 9780857299642
- Publication Year
- 2011
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publication Name
- Stereo Scene Flow for 3d Motion Analysis
- Item Length
- 9.3in
- Publisher
- Springer London, The Limited
- Item Width
- 6.1in
- Item Weight
- 13.5 Oz
- Number of Pages
- IX, 128 Pages
About this product
Product Information
The accurate and precise estimation of three-dimensional motion vector fields in real time remains one of the key targets for the discipline of computer vision. This important text/reference presents methods for estimating optical flow and scene flow motion with high accuracy, focusing on the practical application of these methods in camera-based driver assistance systems. Clearly and logically structured, the book builds from basic themes to more advanced concepts, covering topics from variational methods and optic flow estimation, to adaptive regularization and scene flow analysis. This in-depth discussion culminates in the development of a novel, accurate and robust scene flow method for the higher-level challenges posed by real-world applications. Topics and features: reviews the major advances in motion estimation and motion analysis, and the latest progress of dense optical flow algorithms; investigates the use of residual images for optical flow; examines methods for deriving motion from stereo image sequences; analyses the error characteristics for motion variables, and derives scene flow metrics for movement likelihood and velocity; introduces a framework for scene flow-based moving object detection and segmentation, and discusses the application of Kalman filters for propagating scene flow estimation over time; includes pseudo code for all important computational challenges; contains Appendices on data terms and quadratic optimization, and scene flow implementation using Euler-Lagrange equations, in addition to a helpful Glossary and Index. A valuable reference for researchers and graduate students of segmentation, optical flow and scene flow, this unique book will also be of great interest to professionals involved in the development of driver assistance systems.
Product Identifiers
Publisher
Springer London, The Limited
ISBN-10
0857299646
ISBN-13
9780857299642
eBay Product ID (ePID)
109075537
Product Key Features
Publication Name
Stereo Scene Flow for 3d Motion Analysis
Format
Hardcover
Language
English
Publication Year
2011
Type
Textbook
Number of Pages
IX, 128 Pages
Dimensions
Item Length
9.3in
Item Width
6.1in
Item Weight
13.5 Oz
Additional Product Features
Number of Volumes
1 Vol.
Lc Classification Number
Ta1634
Table of Content
Machine Vision Systems.- Optical Flow Estimation.- Residual Images and Optical Flow Results.- Scene Flow.- Motion Metrics for Scene Flow.- Extensions of Scene Flow.- Conclusion and Outlook.
Copyright Date
2011
Topic
Computer Vision & Pattern Recognition, Life Sciences / Anatomy & Physiology (See Also Life Sciences / Human Anatomy & Physiology), Imaging Systems
Lccn
2011-935628
Dewey Decimal
006.3/7
Intended Audience
Scholarly & Professional
Dewey Edition
23
Illustrated
Yes
Genre
Computers, Technology & Engineering, Science
Item description from the seller
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Alibris, Inc.
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eBay item number:283433104307
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Sparks, Nevada, United States
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