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Experiments in the Machine Interpretation of Visual Motion (Artificial Intelligence Series) - Hardcover
Synopsis
If robots are to act intelligently in everyday environments, they must have a perception of motion and its consequences. This book describes experimental advances made in the interpretation of visual motion over the last few years that have moved researchers closer to emulating the way in which we recover information about the surrounding world. It describes algorithms that form a complete, implemented, and tested system developed by the authors to measure two-dimensional motion in an image sequence, then to compute three-dimensional structure and motion, and finally to recognize the moving objects.
The authors develop algorithms to interpret visual motion around four principal constraints. The first and simplest allows the scene structure to be recovered on a pointwise basis. The second constrains the scene to a set of connected straight edges. The third makes the transition between edge and surface representations by demanding that the wireframe recovered is strictly polyhedral. And the final constraint assumes that the scene is comprised of planar surfaces, and recovers them directly.
ContentsImage, Scene, and Motion • Computing Image Motion • Structure from Motion of Points • The Structure and Motion of Edges • From Edges to Surfaces • Structure and Motion of Planes • Visual Motion Segmentation • Matching to Edge Models • Matching to Planar Surfaces
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About the Authors
David W. Murray is University Lecturer in Engineering Science at the University of Oxford and Draper's Fellow in Robotics at St Anne's College, Oxford.
Bernard F. Buxton is Senior Research Fellow at the General Electric Company's Hirst Research Centre, Wembley, UK, where he leads the Computer Vision Group in the Long Range Research Laboratory.
"About this title" may belong to another edition of this title.
- PublisherMIT Press
- Publication date1990
- ISBN 10 026213263X
- ISBN 13 9780262132633
- BindingHardcover
- LanguageEnglish
- Number of pages262
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Experiments in the Machine Interpretation of Visual Motion
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Condition: as new. Cambridge, MA: The MIT Press, 1990. Hardcover. Dustjacket. 236 pp.(Artificial intelligence). - If robots are to act intelligently in everyday environments, they must have a perception of motion and its consequences. This book describes experimental advances made in the interpretation of visual motion over the last few years that have moved researchers closer to emulating the way in which we recover information about the surrounding world. It describes algorithms that form a complete, implemented, and tested system developed by the authors to measure two-dimensional motion in an image sequence, then to compute three-dimensional structure and motion, and finally to recognize the moving objects. The authors develop algorithms to interpret visual motion around four principal constraints. The first and simplest allows the scene structure to be recovered on a pointwise basis. The second constrains the scene to a set of connected straight edges. The third makes the transition between edge and surface representations by demanding that the wireframe recovered is strictly polyhedral. And the final constraint assumes that the scene is comprised of planar surfaces, and recovers them directly. English text. Condition : as new. Condition : as new copy. ISBN 9780262132633. Keywords : , Seller Inventory # 263290
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Experiments in the Machine Interpretation of Visual Motion (Artificial Intelligence Ser.)
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MIT Press, Cambridge, MA, 1990
ISBN 10: 026213263X
ISBN 13: 9780262132633
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