Title :
Online configuration of PTZ camera networks
Author :
Herrera, J.L.A. ; Xiang Chen
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Windsor, Windsor, ON, Canada
fDate :
Oct. 30 2012-Nov. 2 2012
Abstract :
A method for PTZ camera re-configuration oriented toward tracking applications and surveillance systems is presented. Pan, tilt, and zoom configurations are computed based on visual constraints given by a coverage model of the camera system. The visual constraints are transformed into geometric constraints by the coverage model, and the final pan, tilt, and zoom configurations are averaged by a consensus algorithm. The approach is defined in a multi-agent framework by designing a distributed algorithm that enables scalability of the system and cooperation between the cameras. Experimental results show successful camera handoff and target tracking.
Keywords :
distributed algorithms; multi-agent systems; target tracking; video cameras; video surveillance; PTZ camera network reconfiguration; camera coverage model; camera handoff; consensus algorithm; distributed algorithm; geometric constraint; multiagent framework; pan tilt and zoom configuration; surveillance system; target tracking; visual constraint; Cameras; Computational modeling; Estimation; Lenses; Optical imaging; Target tracking; Visualization;
Conference_Titel :
Distributed Smart Cameras (ICDSC), 2012 Sixth International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4503-1772-6
