DocumentCode :
529209
Title :
Object tracking system by pan-tilt moving cameras and robot using condensation method
Author :
Ukida, Hiroyuki
Author_Institution :
Dept. of Mech. Eng., Univ. of Tokushima, Tokushima, Japan
fYear :
2010
fDate :
18-21 Aug. 2010
Firstpage :
99
Lastpage :
104
Abstract :
This paper discusses an object tracking system using an arm robot and pan-tilt cameras. The arm robot can rotate in wide range but its speed is slow. On the other hand, the pan-tilt camera moves quickly, but rotational ranges are limited. By combining these devices, we propose the high speed and wide range object tracking method. In order to detect objects in camera images rapidly, we use color information and the condensation method which describes object location probabilistically. In experiments, our tracking system can trace objects which move surround of the system, and we can confirm effectiveness of proposed method.
Keywords :
cameras; dexterous manipulators; image colour analysis; object detection; robot vision; statistical analysis; arm robot; color information; condensation method; object tracking system; pan-tilt moving cameras; Cameras; Image color analysis; Manipulators; Robot kinematics; Robot vision systems; Three dimensional displays; arm robot; condensation method; object tracking; pan-tilt camera; stereo method;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
SICE Annual Conference 2010, Proceedings of
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-7642-8
Type :
conf
Filename :
5602412
Link To Document :
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