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High-Level Vision: Object Recognition and Visual Cognition - Hardcover

 
9780262210133: High-Level Vision: Object Recognition and Visual Cognition

Synopsis

In this book, Shimon Ullman focuses on the processes of high-level vision that dealwith the interpretation and use of what is seen in the image. In particular, he examines two majorproblems. The first, object recognition and classification, involves recognizing objects despitelarge variations in appearance caused by changes in viewing position, illumination, occlusion, andobject shape. The second, visual cognition, involves the extraction of shape properties and spatialrelations in the course of performing visual tasks such as object manipulation, planning movementsin the environment, or interpreting graphical material such as diagrams, graphs and maps.The bookfirst takes up object recognition and develops a novel approach to the recognition ofthree-dimensional objects. It then studies a number of related issues in high-level vision,including object classification, scene segmentation, and visual cognition. Using computationalconsiderations discussed throughout the book, along with psychophysical and biological data, thefinal chapter proposes a model for the general flow of information in the visualcortex.Understanding vision is a key problem in the brain sciences, human cognition, and artificialintelligence. Because of the interdisciplinary nature of the theories developed in this work,High-Level Vision will be of interest to readers in all three of these fields.

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About the Author

Shimon Ullman is Samy and Ruth Cohn Professor of Computer Science at Weizmann Institute of Science, Rehovot, Israel.

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9780262710077: High-Level Vision: Object Recognition and Visual Cognition

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ISBN 10:  0262710072 ISBN 13:  9780262710077
Publisher: Bradford Books, 2000
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Ullman, Shimon
Published by MIT Press, 1996
ISBN 10: 0262210134 ISBN 13: 9780262210133
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ISBN 10: 0262210134 ISBN 13: 9780262210133
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ISBN 10: 0262210134 ISBN 13: 9780262210133
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Published by MIT Press, 1996
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Hardcover. Condition: Bon. Ancien livre de bibliothèque. Légères traces d'usure sur la couverture. Edition 1996. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Good. Former library book. Slight signs of wear on the cover. Edition 1996. Ammareal gives back up to 15% of this item's net price to charity organizations. Seller Inventory # E-614-238

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