TY - GEN
T1 - Image-based obstacle avoidance and path-planning system
AU - Chen, Yi Han
AU - Chen, Ming Chang
AU - Li, I. Hsum
AU - Wang, Wei Yen
AU - Su, Shun Feng
PY - 2013
Y1 - 2013
N2 - This paper proposes an image detection method which is applied to obstacle-detecting and path-planning system of a wheeled mobile robot. The positions of obstacles can be recognized by using medium filter, morphologic processing, canny edge detection, and connected component labeling. And this paper utilizes Parallel Lines Distance Measurement (PLDM) to detect the real world coordinates of obstacles. Because it only needs a single webcam and several laser points for the setting of PLDM, it is easier to set up the experimental environment and the cost for setting is relatively cheaper. At last, we combine image detection method with PLDM to complete the path-planning system of a wheeled mobile robot. Then the path-planning can be shown on the two-dimensional map immediately. Our simulation results, presented at the end of this paper, show that the proposed image detection method is effective in the path-planning system of a wheeled mobile robot.
AB - This paper proposes an image detection method which is applied to obstacle-detecting and path-planning system of a wheeled mobile robot. The positions of obstacles can be recognized by using medium filter, morphologic processing, canny edge detection, and connected component labeling. And this paper utilizes Parallel Lines Distance Measurement (PLDM) to detect the real world coordinates of obstacles. Because it only needs a single webcam and several laser points for the setting of PLDM, it is easier to set up the experimental environment and the cost for setting is relatively cheaper. At last, we combine image detection method with PLDM to complete the path-planning system of a wheeled mobile robot. Then the path-planning can be shown on the two-dimensional map immediately. Our simulation results, presented at the end of this paper, show that the proposed image detection method is effective in the path-planning system of a wheeled mobile robot.
UR - http://www.scopus.com/inward/record.url?scp=84887444055&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84887444055&partnerID=8YFLogxK
U2 - 10.1109/ICSSE.2013.6614660
DO - 10.1109/ICSSE.2013.6614660
M3 - Conference contribution
AN - SCOPUS:84887444055
SN - 9781479900091
T3 - ICSSE 2013 - IEEE International Conference on System Science and Engineering, Proceedings
SP - 205
EP - 209
BT - ICSSE 2013 - IEEE International Conference on System Science and Engineering, Proceedings
T2 - IEEE International Conference on System Science and Engineering, ICSSE 2013
Y2 - 4 July 2013 through 6 July 2013
ER -