Title :
Visual navigation around curved obstacles
Author :
Blake, A. ; Brady, M. ; Cipolla, R. ; Xie, Z. ; Zisserman, A.
Author_Institution :
Dept. of Eng. Sci., Oxford Univ., UK
Abstract :
An approach to path-planning around smooth obstacles that exploits visually derived geometry is proposed. A moving robot can scan the silhouette or apparent contour of an obstacle and estimate a minimum length path. This is done by seeking geodesics which can be extrapolated smoothly, around the obstacle and towards the goal. Preliminary implementation of this idea uses a real-time visual contour tracker running at 16 Hz, with a camera mounted on an Adept robot arm. The camera first dithers to generate visual motion, a safe path is estimated, and the robot steers the camera around the obstacle with a clearance of a few millimeters
Keywords :
computer vision; computerised navigation; computerised pattern recognition; mobile robots; planning (artificial intelligence); real-time systems; Adept; apparent contour; computer vision; geodesics seeking; mobile robots; obstacles avoidance; path-planning; real-time; silhouette; visual contour tracker; visual navigation; Cameras; Computational geometry; Image analysis; Image motion analysis; Infrared sensors; Motion analysis; Motion estimation; Navigation; Path planning; Robot vision systems;
Conference_Titel :
Robotics and Automation, 1991. Proceedings., 1991 IEEE International Conference on
Conference_Location :
Sacramento, CA
Print_ISBN :
0-8186-2163-X
DOI :
10.1109/ROBOT.1991.131999