Title :
Pedestrian tracking through camera network for wide area surveillance
Author :
Hyodo, Yasuhide ; Yuasa, Shinya ; Fujimura, Kaichi ; Naito, Takeshi ; Kamijo, Shunsuke
Author_Institution :
Grad. Sch. of Inf. Sci. & Technol., Univ. of Tokyo, Tokyo
Abstract :
Tracking individual pedestrians through camera network is quite important for the security issue today. In the practical use, occlusion robust methods for pedestrian matching between cameras with overlapping view are necessary. However, such matching should be processed without camera calibrations that require real world coordination. In this paper, we proposed an occlusion robust method for pedestrian matching in overlapping view of contiguous cameras. Instead of real world coordination of cameras, the matching algorithm requires quite simple calibration between continuous cameras.
Keywords :
image matching; security; video surveillance; camera calibration; contiguous cameras; individual pedestrian tracking; occlusion robust methods; pedestrian matching; security issue; video surveillance; wide area surveillance; Cameras; Surveillance; matting algorithm; occlusion; pedestrian tracking; the S-T MRF model; video surveillance;
Conference_Titel :
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-2383-5
Electronic_ISBN :
1062-922X
DOI :
10.1109/ICSMC.2008.4811352