Title :
Robotic visual servoing based on snakes
Author :
Limin, Xia ; Shiwen, Gu ; Dayong, Luo ; Xiaoping, Fan
Author_Institution :
Dept. of Electr. Eng., Changsha Railway Univ., China
Abstract :
In this paper, a robotic visual servoing based on snakes (or active contours) is presented. The approach uses a combination of active contours with image optical flow for tracking image contours related to the object of interest. The active contours provide global information about the position of the object. When visual servoing is combined with the use of active contours, movement of the camera can be controlled by these information. The proposed method fulfils real-time tracking as well as reliability and robustness requirements. Several experiments were performed to verify the potential of our approach
Keywords :
edge detection; image segmentation; image sequences; real-time systems; robot vision; servomechanisms; target tracking; active contours; image segmentation; optical flow; real-time systems; robot vision; snakes; target tracking; visual servoing; Active contours; Image motion analysis; Image segmentation; Intelligent control; Optical control; Rail transportation; Robotics and automation; Robots; Tracking; Visual servoing;
Conference_Titel :
Intelligent Control and Automation, 2000. Proceedings of the 3rd World Congress on
Conference_Location :
Hefei
Print_ISBN :
0-7803-5995-X
DOI :
10.1109/WCICA.2000.863458