TY - JOUR
T1 - An image processing method of welding robot based on prior knowledge
AU - Wu, Xin
AU - Li, Qiang
AU - Jiao, Jinghai
AU - Qi, Bojin
N1 - Publisher Copyright:
© 2018, Editorial Board of Transactions of the China Welding Institution, Magazine Agency Welding. All right reserved.
PY - 2018/1/25
Y1 - 2018/1/25
N2 - In the vision detection methods for shooting the image directly with CCD of arc welding robot, This paper proposes a practical recognition algorithm for complex weld images with black note marks, scratches, and cross interferences with welds, and puts the emphasis on several key issues of this algorithm, such as the skeleton thinning, splitting, merging and pruning of edge chains, and the judgments of location relations based on prior knowledge, etc. The experimental results demonstrate that the algorithm can effectively remove the black notes, scratches and cross interferences and can automatically extract the weld track in complex weld images. The algorithm has strong adaptability and expandability, and can be applied to other complex images with a slight improvement,such as images with arc light or structured light, etc. The algorithm can provide some technical reference for further improving the intelligent vision detection of arc welding robot.
AB - In the vision detection methods for shooting the image directly with CCD of arc welding robot, This paper proposes a practical recognition algorithm for complex weld images with black note marks, scratches, and cross interferences with welds, and puts the emphasis on several key issues of this algorithm, such as the skeleton thinning, splitting, merging and pruning of edge chains, and the judgments of location relations based on prior knowledge, etc. The experimental results demonstrate that the algorithm can effectively remove the black notes, scratches and cross interferences and can automatically extract the weld track in complex weld images. The algorithm has strong adaptability and expandability, and can be applied to other complex images with a slight improvement,such as images with arc light or structured light, etc. The algorithm can provide some technical reference for further improving the intelligent vision detection of arc welding robot.
KW - Arc welding robot
KW - Image processing
KW - Prior knowledge
KW - Robot vision
KW - Skeleton
UR - https://www.scopus.com/pages/publications/85047626880
U2 - 10.12073/j.hjxb.2018390028
DO - 10.12073/j.hjxb.2018390028
M3 - 文章
AN - SCOPUS:85047626880
SN - 0253-360X
VL - 39
SP - 123
EP - 128
JO - Hanjie Xuebao/Transactions of the China Welding Institution
JF - Hanjie Xuebao/Transactions of the China Welding Institution
IS - 1
ER -