DocumentCode
425759
Title
Optimal posture control for object on active vision robot
Author
Shibata, Masaaki ; Ichikawa, Mariko ; Motoki, Satoshi ; Shibata, Satoshi
Author_Institution
Dept. of Electr. Eng. & Electron., Seikei Univ., Tokyo, Japan
Volume
2
fYear
2004
fDate
2-4 Sept. 2004
Firstpage
1141
Abstract
The paper describes way of determining the optimal posture of active vision robot (AVRobot) for recognizing unidentified objects. In the object recognition with visual information by the AVRobot, it is required to measure the accurate positions of feature points of a target object. For the precise measurement, it is preferable, for example, that several feature points exist in a captured image for calculation of relative positions and distances among them and that the position of feature point on the image moves boldly in small motion of the camera attached on the robot. In this paper, the motion control law based on visual servoing and posture design technique with -space vector is proposed so as to satisfy such requirements. The control law simultaneously achieves two control requirement in our approach; the first one is to make the position of primary feature point of the target locate center of the image, and the second to induce the camera position where let the image transition sensitive to the infinitesimal change of the camera motion referring the positions of the secondary features, so as to suppress the measurement errors of the feature positions.
Keywords
image motion analysis; motion control; object recognition; optimal control; position control; robot vision; active vision robot; feature points; motion control; optimal posture control; unidentified object recognition; visual servoing; Cameras; Control systems; Machine vision; Motion control; Motion measurement; Object recognition; Optimal control; Position measurement; Robot vision systems; Shape;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Applications, 2004. Proceedings of the 2004 IEEE International Conference on
Print_ISBN
0-7803-8633-7
Type
conf
DOI
10.1109/CCA.2004.1387526
Filename
1387526
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