Object Recognition and Visual Cognition
By (author) Shimon Ullman
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High-Level Vision by Shimon Ullman
Book DescriptionIn this book, Shimon Ullman focuses on the processes of high-level vision that deal with the interpretation and use of what is seen in the image. In particular, he examines two major problems. The first, object recognition and classification, involves recognizing objects despite large variations in appearance caused by changes in viewing position, illumination, occlusion, and object shape. The second, visual cognition, involves the extraction of shape properties and spatial relations in the course of performing visual tasks such as object manipulation, planning movements in the environment, or interpreting graphical material such as diagrams, graphs and maps. The book first takes up object recognition and develops a novel approach to the recognition of three-dimensional objects. It then studies a number of related issues in high-level vision, including object classification, scene segmentation, and visual cognition. Using computational considerations discussed throughout the book, along with psychophysical and biological data, the final chapter proposes a model for the general flow of information in the visual cortex. Understanding vision is a key problem in the brain sciences, human cognition, and artificial intelligence. 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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Book DetailsISBN: 9780262710077
(254mm x 203mm x 25mm)
Imprint: Bradford Books
Publisher: MIT Press Ltd
Publish Date: 14-Sep-2000
Country of Publication: United States
Books By Author Shimon Ullman
Vision, Paperback (May 2010)» View all books by Shimon Ullman
Available again, an influential book that offers a framework for understanding visual perception and considers fundamental questions about the brain and its functions.
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Author Biography - Shimon Ullman
Shimon Ullman is Samy and Ruth Cohn Professor of Computer Science at Weizmann Institute of Science, Rehovot, Israel.
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