DocumentCode :
3473205
Title :
A systems level approach to perimeter protection
Author :
Tu, Peter ; Yu, Ting ; Gao, Dashan ; Nevatia, Ram ; Lee, Sung Chun ; Kim, Hale ; Rhee, Phill Kyu ; Baek, Joong-Hwan
fYear :
2012
fDate :
9-11 Jan. 2012
Firstpage :
257
Lastpage :
262
Abstract :
Effective perimeter protection mechanisms for industrial sites and critical infrastructure must contend with a large variety of potential threats as well as with the fact that normal site activity can be both complex and diverse. This paper documents the development of a system level approach capable of functioning under such challenging conditions. A multi-view tracking system is used to provide real-time site wide trajectories of all observed individuals. A Radar-based system is also used for tracking if and when camera coverage of various regions is not available. Track information is then analyzed with respect to articulated motion analysis, complex event analysis and normalcy analysis. In addition, object recognition is used to classify left behind objects using high resolution PTZ imagery. A real-time integrated version of this comprehensive approach to perimeter protection was deployed using a single standard off-the-shelf desktop computer.
Keywords :
cameras; image motion analysis; image resolution; object recognition; object tracking; articulated motion analysis; complex event analysis; critical infrastructure; high resolution PTZ imagery; industrial sites; information tracking; left behind objects classification; multiview tracking system; normal site activity; normalcy analysis; object recognition; pan-tilt-zoom cameras; perimeter protection mechanisms; radar-based system; real-time site wide trajectories; single standard off-the-shelf desktop computer; system level approach development; Cameras; Detectors; Humans; Radar tracking; Real time systems; Tracking; Trajectory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Applications of Computer Vision (WACV), 2012 IEEE Workshop on
Conference_Location :
Breckenridge, CO
ISSN :
1550-5790
Print_ISBN :
978-1-4673-0233-3
Electronic_ISBN :
1550-5790
Type :
conf
DOI :
10.1109/WACV.2012.6163038
Filename :
6163038
Link To Document :
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