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
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