TY  - BOOK
AU  - Qian,Huihuan
AU  - Wu,Xinyu
AU  - Xu,Yangsheng
ED  - SpringerLink (Online service)
TI  - Intelligent Surveillance Systems
T2  - Intelligent Systems, Control and Automation: Science and Engineering
SN  - 9789400711372
AV  - Q342 
U1  - 006.3 23
PY  - 2011///
CY  - Dordrecht
PB  - Springer Netherlands
KW  - Engineering
KW  - Computer vision
KW  - Computational Intelligence
KW  - Computer Imaging, Vision, Pattern Recognition and Graphics
KW  - Robotics and Automation
N2  - 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
UR  - http://148.231.10.114:2048/login?url=http://link.springer.com/book/10.1007/978-94-007-1137-2
ER  -