DocumentCode :
3181239
Title :
Panoramic Vision and Laser Range Finder Fusion for Multiple Person Tracking
Author :
Chakravarty, Punarjay ; Jarvis, Ray
Author_Institution :
Electr. & Comput. Syst. Eng., Monash Univ., Melbourne, Vic.
fYear :
2006
fDate :
9-15 Oct. 2006
Firstpage :
2949
Lastpage :
2954
Abstract :
This paper describes a fusion of panoramic vision and laser range data to track multiple persons simultaneously from a stationary robot. Particle filters are used to track people in the plane of the laser and a mixture of Gaussians background subtraction algorithm is used to maintain a colour model for each person being tracked. Colour information is used to recognize lost targets that have reentered the scene
Keywords :
Gaussian processes; laser ranging; robot vision; Gaussians background subtraction algorithm; colour information; laser range finder fusion; multiple person tracking; panoramic vision; particle filters; stationary robot; Cameras; Gaussian processes; Laser fusion; Laser modes; Mobile robots; Particle filters; Particle tracking; Robot vision systems; Systems engineering and theory; Target tracking; laser range finder; multiple person tracking; panoramic vision;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems, 2006 IEEE/RSJ International Conference on
Conference_Location :
Beijing
Print_ISBN :
1-4244-0258-1
Electronic_ISBN :
1-4244-0259-X
Type :
conf
DOI :
10.1109/IROS.2006.282149
Filename :
4058843
Link To Document :
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