DocumentCode
2244018
Title
Visual servoing based on dynamic vision
Author
Alhai, A. ; Collewet, Christophe ; Chaumette, Frangois
Author_Institution
Cemagref, Rennes, France
Volume
3
fYear
2003
fDate
14-19 Sept. 2003
Firstpage
3055
Abstract
This paper deals with the way to achieve positioning tasks by visual servoing in the case of planar and motionless objects whose shape is unknown. In fact, we consider here complex objects like those one can encounter in the agrifood industry. A 3D reconstruction phase is first considered yielding to the parameters of the plane. This computation is based on the measurement of the 2D velocity in a region of interest and on the measurement of the camera velocity. Once the parameters of the plane are sufficiently stable, a visual servoing scheme is used to control the orientation of the camera with respect to the object and to ensure that it remains in the camera field of view for any desired orientation. This 3D reconstruction phase is maintained active during the servoing to improve the accuracy of the parameters and, consequently, to obtain a small positioning error. Finally, experimental results validate the proposed approach as well as for its effectiveness than for the obtained accuracy.
Keywords
image reconstruction; parameter estimation; position control; robot vision; servomechanisms; velocity measurement; 2D velocity measurement; 3D reconstruction phase; agrifood industry; camera velocity measurement; motionless objects; orientation control; parameter accuracy; planar objects; plane parameter; positioning error; robot vision; visual servoing; Aerospace industry; Cameras; Deformable models; Image reconstruction; Robots; Shape; Surgery; Velocity measurement; Virtual manufacturing; Visual servoing;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation, 2003. Proceedings. ICRA '03. IEEE International Conference on
ISSN
1050-4729
Print_ISBN
0-7803-7736-2
Type
conf
DOI
10.1109/ROBOT.2003.1242060
Filename
1242060
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