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- catalog abstract ""This book describes models and algorithms that are capable of performing face recognition in a dynamic setting. The key question is how to design computer vision and machine learning algorithms that can operate robustly and quickly under poorly controlled and changing conditions. Consideration of face recognition as a problem in dynamic vision is perhaps both novel and important. The algorithms described have numerous potential applications in areas such as visual surveillance, verification, access control, video-conferencing, multimedia and visually mediated interaction." "The book will be of interest of researchers and academics interested in machine vision, visual recognition and machine learning. It should also be of interest to industrial research scientists and managers keen to exploit this emerging technology and develop automated face and human recognition systems. It can be useful to postgraduate students studying computer science, electronic engineering, information or systems engineering, and cognitive psychology."--Jacket.".
- catalog contributor b11786655.
- catalog contributor b11786656.
- catalog contributor b11786657.
- catalog contributor b11786658.
- catalog created "2000.".
- catalog date "2000".
- catalog date "2000.".
- catalog dateCopyrighted "2000.".
- catalog description ""This book describes models and algorithms that are capable of performing face recognition in a dynamic setting. The key question is how to design computer vision and machine learning algorithms that can operate robustly and quickly under poorly controlled and changing conditions. Consideration of face recognition as a problem in dynamic vision is perhaps both novel and important. The algorithms described have numerous potential applications in areas such as visual surveillance, verification, access control, video-conferencing, multimedia and visually mediated interaction." "The book will be of interest of researchers and academics interested in machine vision, visual recognition and machine learning. It should also be of interest to industrial research scientists and managers keen to exploit this emerging technology and develop automated face and human recognition systems. It can be useful to postgraduate students studying computer science, electronic engineering, information or systems engineering, and cognitive psychology."--Jacket.".
- catalog description "Includes bibliographical references (p. 315-338) and index.".
- catalog description "pt. I. Background. 1. About Face. 2. Perception and Representation. 3. Learning under Uncertainty -- pt. II. From Sensory to Meaningful Perception. 4. Selective Attention: Where to Look. 5. A Face Model: What to Look For. 6. Understanding Pose. 7. Prediction and Adaptation -- pt. III. Models of Identity. 8. Single-View Identification. 9. Multi-View Identification. 10. Identifying Moving Faces -- pt. IV. Perception in Context. 11. Perceptual Integration. 12. Beyond Faces -- App. A. Databases -- App. B. Commercial Systems -- App. C. Mathematical Details.".
- catalog extent "xix, 344 p. :".
- catalog identifier "1860941818".
- catalog issued "2000".
- catalog issued "2000.".
- catalog language "eng".
- catalog publisher "London : Imperial College Press,".
- catalog subject "Artificial intelligence.".
- catalog subject "Computer vision.".
- catalog subject "Face perception.".
- catalog subject "Human face recognition (Computer science)".
- catalog subject "Machine learning.".
- catalog subject "Neural networks (Computer science)".
- catalog subject "TA1650 .G66 2000".
- catalog tableOfContents "pt. I. Background. 1. About Face. 2. Perception and Representation. 3. Learning under Uncertainty -- pt. II. From Sensory to Meaningful Perception. 4. Selective Attention: Where to Look. 5. A Face Model: What to Look For. 6. Understanding Pose. 7. Prediction and Adaptation -- pt. III. Models of Identity. 8. Single-View Identification. 9. Multi-View Identification. 10. Identifying Moving Faces -- pt. IV. Perception in Context. 11. Perceptual Integration. 12. Beyond Faces -- App. A. Databases -- App. B. Commercial Systems -- App. C. Mathematical Details.".
- catalog title "Dynamic vision : from images to face recognition / Shaogang Gong, Stephen J. McKenna, Alexandra Psarrou.".
- catalog type "text".