Title :
Vision based obstacle avoidance and target tracking for autonomous mobile robots
Author :
Yamada, Masahiro ; Lin, Chi-Hsien ; Cheng, Ming-Yang
Author_Institution :
Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
Abstract :
This paper proposes a hierarchical switching strategy for mobile robots to detect obstacles and to track a given target using vision information only. In the proposed approach, the disparity image obtained from a stereo camera is used to build an obstacle map based on V-disparity. Color information and a self windowing technique are employed to track the target. A switching strategy based on a hierarchical architecture is employed to determine whether the mobile robot should perform obstacle avoidance or target tracking. To verify the effectiveness of the proposed approach, several experiments were conducted. The results indicate that the proposed approach is feasible.
Keywords :
cameras; collision avoidance; image colour analysis; mobile robots; robot vision; stereo image processing; target tracking; V-disparity; autonomous mobile robots; color information; obstacle map; self windowing technique; stereo camera; switching strategy; vision based obstacle avoidance; vision based target tracking; Conferences; Decision support systems; Mobile robots; Motion control; Target tracking; Virtual reality; Obstacle avoidance; U-V disparity; disparity image; target tracking;
Conference_Titel :
Advanced Motion Control, 2010 11th IEEE International Workshop on
Conference_Location :
Nagaoka, Niigata
Print_ISBN :
978-1-4244-6668-9
Electronic_ISBN :
1943-6572
DOI :
10.1109/AMC.2010.5464007