跳到主要导航 跳到搜索 跳到主要内容

An image processing method of welding robot based on prior knowledge

  • Xin Wu
  • , Qiang Li
  • , Jinghai Jiao
  • , Bojin Qi
  • Beijing Jiaotong University
  • CSR Qingdao Sifang Locomotive Limited by Share Ltd Technology Center

科研成果: 期刊稿件文章同行评审

摘要

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.

源语言英语
页(从-至)123-128
页数6
期刊Hanjie Xuebao/Transactions of the China Welding Institution
39
1
DOI
出版状态已出版 - 25 1月 2018

学术指纹

探究 'An image processing method of welding robot based on prior knowledge' 的科研主题。它们共同构成独一无二的学术指纹。

引用此