DocumentCode :
1844249
Title :
Image-based visual tracking to fast moving target for active binocular robot
Author :
Shibata, Masaaki ; Eto, Hideki ; Ito, Masahide
Author_Institution :
Dept. of Electr. & Mech. Eng., Seikei Univ., Tokyo, Japan
fYear :
2010
fDate :
7-10 Nov. 2010
Firstpage :
2727
Lastpage :
2732
Abstract :
The paper reports the control way of visual tracking to a fast moving target with using an active binocular robot. The robot consists of a pair of active cameras and performs as a stereo vision system. The motions of those cameras are controlled independently and achieve rigid visual tracking respectively. The difficulty of visual tracking to a fast target is to suppress the tracking delay, affected by the high-speed of the target and the rapid changes of its motions. Although we have established an explicit theory for non-delayed visual tracking in our previous works, it is fact that the good tuning of the control parameters should realize its own high performance. In this paper, we have examined the effective tunings of three types of the control parameters; the feedback gains for motion control and for visual servoing and the image capturing frequency. In several conditions, the higher performance on the visual tracking to a fast moving target has been achieved. The validity of the proposed method is confirmed in the many physical experimental results.
Keywords :
cameras; image motion analysis; motion control; robot vision; stereo image processing; tracking; active binocular robot; active cameras; fast moving target; image based visual tracking; image capturing frequency; motion control; nondelayed visual tracking; stereo vision system; visual servoing; Cameras; Robot kinematics; Robot vision systems; Target tracking; Visualization; active vision; binocular robot; moving target; robot vision; visual tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
IECON 2010 - 36th Annual Conference on IEEE Industrial Electronics Society
Conference_Location :
Glendale, AZ
ISSN :
1553-572X
Print_ISBN :
978-1-4244-5225-5
Electronic_ISBN :
1553-572X
Type :
conf
DOI :
10.1109/IECON.2010.5675119
Filename :
5675119
Link To Document :
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