TY - GEN
T1 - Vision based obstacle avoidance and target tracking for autonomous mobile robots
AU - Yamada, Masahiro
AU - Lin, Chi Hsien
AU - Cheng, Ming Yang
PY - 2010/6/25
Y1 - 2010/6/25
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=77953733299&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=77953733299&partnerID=8YFLogxK
U2 - 10.1109/AMC.2010.5464007
DO - 10.1109/AMC.2010.5464007
M3 - Conference contribution
AN - SCOPUS:77953733299
SN - 9781424466696
T3 - International Workshop on Advanced Motion Control, AMC
SP - 153
EP - 158
BT - AMC2010 - The 11th IEEE International Workshop on Advanced Motion Control, Proceedings
T2 - 2010 11th IEEE International Workshop on Advanced Motion Control, AMC2010
Y2 - 21 March 2010 through 24 March 2010
ER -