Title :
Demo: Point matching for PTZ camera autotracking
Author :
De Neyer, Q. ; Sun, Lifeng ; Chaudy, C. ; Parisot, Clement ; De Vleeschouwer, C.
Author_Institution :
ICTEAM, Univ. Catholique de Louvain, Louvain-la-Neuve, Belgium
fDate :
Oct. 30 2012-Nov. 2 2012
Abstract :
This paper considers the problem of PTZ camera autotracking. The system is composed of a controller and a tracker, which follows the target in consecutive frames captured by the camera. Since the target might potentially cover a large fraction of the image or might even be only partly visible, the tracking is done through points matching, using local features instead of global ones. Using a PI control scheme with adaptive gain factors, the controller steers the camera towards the target by smoothly changing the pan, tilt and zoom parameters of the camera. Results demonstrate the relevance of the approach in the typical surveillance application.
Keywords :
PI control; feature extraction; image matching; object tracking; video cameras; video surveillance; PI control scheme; PTZ camera autotracking; adaptive gain factor; consecutive frame; local feature; pan tilt and zoom; point matching; video surveillance; Cameras; Pi control; Stability analysis; Surveillance; Target tracking;
Conference_Titel :
Distributed Smart Cameras (ICDSC), 2012 Sixth International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4503-1772-6