Selective visual attention : computational models and applications /

Visual attention is a relatively new area of study combining a number of disciplines: artificial neural networks, artificial intelligence, vision science and psychology. The aim is to build computational models similar to human vision in order to solve tough problems for many potential applications....

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Bibliographic Details
Main Authors: Zhang, Liming, 1943- (Author), Lin, Weisi (Author)
Format: Book
Language:English
Published: Singapore : John Wiley & Sons Singapore Pte. Ltd., 2013
Edition:First edition
Subjects:
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100 1 |a Zhang, Liming,  |d 1943-  |e author 
245 1 0 |a Selective visual attention :  |b computational models and applications /   |c Liming Zhang, Fudan University, P.R. China, Weisi Lin, Nanyang Techological University, Singapore 
250 |a First edition 
264 1 |a Singapore :  |b John Wiley & Sons Singapore Pte. Ltd.,  |c 2013 
264 4 |c ©2013 
300 |a 1 online resource (xiii, 332 pages) :  |b illustrations 
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500 |a Edition statement from first page of chapter PDFs 
504 |a Includes bibliographical references and index 
505 0 |a Part 1. Basic concepts and theory. 1. Introduction to visual attention ; 2. Background of visual attention-theory and experiments -- Part 2. Computational attention models. 3. Computational models in the spatial domain ; 4. Fast bottom-up computational models in the spectral domain ; 5. Computational models for top-down visual attention ; 6. Validation and evaluation for visual attentional models -- Part 3. Applications of attention selection models. 7. Applications in computer vision, image retrieval and robotics ; 8. Application of attention models in image processing -- Part 4. Summary. 9. Summary, further discussions and conclusions 
520 |a Visual attention is a relatively new area of study combining a number of disciplines: artificial neural networks, artificial intelligence, vision science and psychology. The aim is to build computational models similar to human vision in order to solve tough problems for many potential applications. This book provides an up-to-date and highly applied introduction to this topic, aiding researchers in creating powerful computer vision systems and practicing engineers looking for techniques involving the application of image coding, video processing, machine vision and brain-like robots to real-world systems. Other students and researchers with interdisciplinary interests will also find this book appealing 
588 0 |a Online resource; title from PDF title page (viewed May 14, 2014) 
596 |a 22 
650 0 |a Computer vision 
650 0 |a Selectivity (Psychology)  |x Computer simulation 
650 4 |a Computer vision 
650 4 |a Image processing 
650 4 |a Selectivity (Psychology)  |x Computer simulation 
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700 1 |a Lin, Weisi,  |e author 
776 1 8 |i Print version:  |a Zhang, Liming, 1943-  |t Selective visual attention.   |d Singapore : John Wiley & Sons Inc., 2013  |z 9780470828120  |w (DLC) 2012042377   |w (OCoLC)824531575 
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