Title :
Optimal placement of multiple visual sensors using simulation of pedestrian movement
Author :
Nam, Yunyoung ; Hong, Sangjin
Author_Institution :
Xeron Healthcare Corp., Seoul, South Korea
fDate :
Jan. 30 2012-Feb. 2 2012
Abstract :
This paper present an optimal camera placement method that analyzes a spatial-temporal model and calculates priorities of spaces using simulation of pedestrian movement. In order to cover the space efficiently, we accomplished an agent-based simulation based on classification of space and pattern analysis of moving people. We have developed an agent-based camera placement method considering camera performance and space utility extracted from a path finding algorithm. We demonstrate that the method not only determines the optimal number of cameras, but also coordinates the position and orientation of the cameras with considering the installation costs. To validate the method, we show simulation results in a specific space.
Keywords :
cameras; feature extraction; multi-agent systems; object detection; pattern classification; pedestrians; performance evaluation; sensor placement; spatiotemporal phenomena; traffic engineering computing; agent based simulation; agent-based camera placement method; camera performance; optimal camera placement method; optimal multiple visual sensor placement; path finding algorithm; pattern analysis; pedestrian movement simulation; space utility extraction; spatial-temporal model; Cameras; Conferences; Inference algorithms; Sensors; Surveillance; Trajectory;
Conference_Titel :
Computing, Networking and Communications (ICNC), 2012 International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-0008-7
Electronic_ISBN :
978-1-4673-0723-9
DOI :
10.1109/ICCNC.2012.6167509