书目名称 | Intelligent Surveillance Systems |
编辑 | Huihuan Qian,Xinyu Wu,Yangsheng Xu |
视频video | |
概述 | explains practical applications for ISS in an easily-accessible way;.presents the newest results on Intelligent Surveillance Systems;.includes dynamics analysis for crowd behaviour..Includes supplemen |
丛书名称 | Intelligent Systems, Control and Automation: Science and Engineering |
图书封面 |  |
描述 | 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. |
出版日期 | Book 2011 |
关键词 | artificial intelligence; computational intelligence; computer vision; pattern recognition; surveillance |
版次 | 1 |
doi | https://doi.org/10.1007/978-94-007-1137-2 |
isbn_softcover | 978-94-007-3560-6 |
isbn_ebook | 978-94-007-1137-2Series ISSN 2213-8986 Series E-ISSN 2213-8994 |
issn_series | 2213-8986 |
copyright | Springer Science+Business Media B.V. 2011 |