Dynamic Vision: From Images to Face Recognition - From Images to Face Recognition

Klappentext "Dynamic Vision is a unique book. To my knowledge, there is no comparable book that covers the broad and complex domain of adaptive visual recognition in such a readable way. The clear presentation style helps the reader to appreciate the painstaking work involved in making the automatic recognition of faces possible the authors were successful in providing 'a coherent and unified treatment of the issue from a computational and systems perspective' and highly recommend the book to any researcher interested in face recognition or visual recognition in general."Cognitive Systems Research Zusammenfassung A description of 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. Inhaltsverzeichnis Background: about face; perception and representation; learning under uncertainty. From sensory to meaningful perception: selective attention - where to look; a face model - what to look for; understanding pose; prediction and adaptation. Models of identity: single-view identification; multi-view identification; identifying moving faces. Perception in context: perceptual integration; beyond faces. Appendices: databases; commercial systems; mathematical details.

Product details

• Authors: Shaogang Gong, Shaogang (Queen Mary Gong, Shaogang Mckenna Gong, Gong Shaogang, GONG SHAOGANG MCKENNA STEPHEN J, Stephen J Mckenna, Stephen J (Univ Of Dundee Mckenna, Stephen J. McKenna, Alexandra Psarrou, Alexandra (Univ Of Westminster Psarrou, Psarrou Alexandra, Gong Shaogang, Stephen J Mckenna
• Publisher: Imperial College Press
• Languages: English
• Product format: Hardback
• Released: 15.05.2000
• EAN: 9781860941818
• ISBN: 978-1-86094-181-8
• No. of pages: 364
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; COMPUTERS / Optical Data Processing, Computer Vision, Image processing