Title :
Choice of image features for depth-axis control in image based visual servo control
Author :
Mahony, Robert ; Corke, Peter ; Chaumette, Francois
Author_Institution :
Dept. of Eng., Australian Nat. Univ., Acton, ACT, Australia
Abstract :
This paper is concerned with choosing image features for image based visual servo control and how this choice influences the closed-loop dynamics of the system. In prior work, image features tend to be chosen on the basis of image processing simplicity and noise sensitivity. In this paper we show that the choice of feature directly influences the closed-loop dynamics in task-space. We focus on the depth axis control of a visual servo system and compare analytically various approaches that have been reported recently in the literature. The theoretical predictions axe verified by experiment.
Keywords :
closed loop systems; feature extraction; robot dynamics; robot kinematics; robot vision; servomechanisms; closed-loop dynamics; depth-axis control; image based visual servo control; image feature choice; image feature kinematics; image processing simplicity; noise sensitivity; robot task kinematics; task-space; visual servo system; Australia; Cameras; Control systems; Fasteners; Image processing; Jacobian matrices; Kinematics; Manufacturing; Servomechanisms; Servosystems;
Conference_Titel :
Intelligent Robots and Systems, 2002. IEEE/RSJ International Conference on
Print_ISBN :
0-7803-7398-7
DOI :
10.1109/IRDS.2002.1041420