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