Intelligent Surveillance Systems [electronic resource] /
Qian, Huihuan.author.
Wu, Xinyu.author.
Xu, Yangsheng.author.
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.
Description based upon print version of record.
""Intelligent Surveillance Systems""; ""Preface""; ""Contents""; ""List of Figures""; ""List of Tables""; ""Chapter 1 Introduction ""; ""Chapter 2 Background/Foreground Detection1 ""; ""Chapter 3 Segmentation and Tracking1, 2 ""; ""Chapter 4 Behavior Analysis of Individuals1, 2 ""; ""Chapter 5 Facial Analysis of Individuals1 ""; ""Chapter 6 Behavior Analysis of Human Groups1 ""; ""Chapter 7 Static Analysis of Crowds: Human Counting and Distribution1 ""; ""Chapter 8 Dynamic Analysis of Crowd Behavior1, 2, 3, 4 ""; ""References""; ""Index""
Includes bibliographical references and index.
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.
Computational intelligence.
Optical data processing.
Robotics.
Automation.
Computational Intelligence.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Robotics and Automation.
Intelligent Systems, Control and Automation: Science and Engineering