Computational models for cognitive vision /
"This book focuses on computing aspects and shows how the cognitive principles borrowed from other disciplines can be used to solve problems of computer vision. The book begins with an introduction to the problems of computer vision and why cognitive principles should be used to solve these pro...
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| Format: | eBook |
| Language: | English |
| Published: |
Piscataway, NJ : Hoboken, New Jersey :
IEEE Press ; John Wiley & Sons, Inc.,
[2020]
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| Online Access: | Connect to the full text of this electronic book |
| Summary: | "This book focuses on computing aspects and shows how the cognitive principles borrowed from other disciplines can be used to solve problems of computer vision. The book begins with an introduction to the problems of computer vision and why cognitive principles should be used to solve these problems. Then it moves on to a discussion of deductive, inductive, and abductive reasoning and the psychological observations and deductions of various theories and models of cognitive vision. Other topics covered include knowledge representation techniques, evolution of cognitive architectures, machine learning approaches, and more. The book ends with salient observations and future research directions"-- |
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| Physical Description: | 1 online resource (xvii, 222 pages) : illustrations (some color) |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9781119527886 1119527880 9781119527893 1119527899 9781119527855 1119527856 |