Title :
Homographic tracking algorithm of moving objects for multiple video surveillance system (ICCAS 2012)
Author :
Hong, Kyung-Taek ; Shim, Jae-Hong ; Kang, Byoung-Doo ; Jung, Il-Kyun
Author_Institution :
Dept. of Robot Intell. Control, Korea Polytech. Univ., Siheung, South Korea
Abstract :
When a video surveillance system tracks a specific object, it is very important to get quickly the information of the object through fast image processing. Usually one camera surveillance system for tracking the object made results in various problems such like occlusion, image noise during the tracking process. It makes difficulties on image based moving object tracking. Therefore, to overcome the difficulties the multi video surveillance system which installed several camera within interested area and looking the same object from multi angles of view could be considered as a solution. If multi cameras are used for tracking object, it is capable of making a decision having high accuracy in more wide space. This paper proposes a method of recognizing and tracking a specific object like a car using the homography in which multi cameras are installed at the crossroad.
Keywords :
decision making; object recognition; object tracking; video cameras; video signal processing; video surveillance; car; decision making; homographic moving objects tracking algorithm; image processing; image-based moving object tracking; multiangles of view; multicamera surveillance system; multiple video surveillance system; object recognition; Cameras; Electronic mail; Equations; Mathematical model; Object recognition; Video surveillance; Homography; Identification; Moving; Object; Surveillance; Tracking; Traffic; Video;
Conference_Titel :
Control, Automation and Systems (ICCAS), 2012 12th International Conference on
Conference_Location :
JeJu Island
Print_ISBN :
978-1-4673-2247-8