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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

Research output: Contribution to journalArticlepeer-review

Abstract

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.

Original languageEnglish
Pages (from-to)123-128
Number of pages6
JournalHanjie Xuebao/Transactions of the China Welding Institution
Volume39
Issue number1
DOIs
StatePublished - 25 Jan 2018

Keywords

  • Arc welding robot
  • Image processing
  • Prior knowledge
  • Robot vision
  • Skeleton

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