High-level Vision PDF
By:Shimon Ullman
Published on 2000 by MIT Press
In 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.
This Book was ranked at 31 by Google Books for keyword Psychology Cognitive novel.
Book ID of High-level Vision's Books is nij5dDcK85UC, Book which was written byShimon Ullmanhave ETAG "7EpLj0Xaghc"
Book which was published by MIT Press since 2000 have ISBNs, ISBN 13 Code is 9780262710077 and ISBN 10 Code is 0262710072
Reading Mode in Text Status is false and Reading Mode in Image Status is true
Book which have "412 Pages" is Printed at BOOK under CategoryComputers
Book was written in en
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