Intelligent Surveillance Systems (Intelligent Systems, Control and Automation: Science and Engineering, 51, Band 51) - Hardcover

Qian, Huihuan; Wu, Xinyu; Xu, Yangsheng

 
9789400711365: Intelligent Surveillance Systems (Intelligent Systems, Control and Automation: Science and Engineering, 51, Band 51)
Hardcover
ISBN 10: 9400711360 ISBN 13: 9789400711365
Verlag: Springer, 2011

Inhaltsangabe

Surveillance systems have become increasingly popular. Full involvement of human operators has led to shortcomings, e.g. high labor cost, limited capability for multiple screens, inconsistency in long-duration, etc. Intelligent surveillance systems (ISSs) can supplement or even replace traditional ones. In ISSs, computer vision, pattern recognition, and artificial intelligence technologies are used to identify abnormal behaviours in videos. They present the development of real-time behaviour-based intelligent surveillance systems. The book focuses on the detection of individual abnormal behaviour based on learning and the analysis of dangerous crowd behaviour based on texture and optical flow. Practical systems include a real-time face classification and counting system, a surveillance robot system that utilizes video and audio information for intelligent interaction, and a robust person counting system for crowded environments.

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Surveillance systems have become increasingly popular. Full involvement of human operators has led to shortcomings, e.g. high labor cost, limited capability for multiple screens, inconsistency in long-duration, etc. Intelligent surveillance systems (ISSs) can supplement or even replace traditional ones. In ISSs, computer vision, pattern recognition, and artificial intelligence technologies are used to identify abnormal behaviours in videos. They present the development of real-time behaviour-based intelligent surveillance systems. The book focuses on the detection of individual abnormal behaviour based on learning and the analysis of dangerous crowd behaviour based on texture and optical flow. Practical systems include a real-time face classification and counting system, a surveillance robot system that utilizes video and audio information for intelligent interaction, and a robust person counting system for crowded environments.

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Verlag
Springer
Erscheinungsdatum
2011
Sprache
Englisch
ISBN 10 
9400711360
ISBN 13 
9789400711365
Einband
Gebundene Ausgabe
Anzahl der Seiten
188
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Weitere beliebte Ausgaben desselben Titels

9789400735606: Intelligent Surveillance Systems (Intelligent Systems, Control and Automation: Science and Engineering, Band 51)

Vorgestellte Ausgabe

ISBN 10:  940073560X ISBN 13:  9789400735606
Verlag: Springer, 2013
Softcover