DocumentCode
599134
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
fYear
2012
fDate
Oct. 30 2012-Nov. 2 2012
Firstpage
1
Lastpage
2
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Distributed Smart Cameras (ICDSC), 2012 Sixth International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4503-1772-6
Type
conf
Filename
6470168
Link To Document