Image processing for measurement of three-demensional gas metal arc weld pool surface: Algorithms are explored for processing the image of a grid laser pattern reflected from the dynamic GMA weld pool surface

Xiao Ji Ma, Yu Ming Zhang, Amber M. Gay, Alan T. Male

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

Observing and measuring the weld pool geometry in the gas metal arc welding (GMAW) process is the key to understanding and control of the complex welding process, and to improving and validating numerical welding models. In this paper, a novel machine vision system to measure the highly dynamic three dimensional front surface geometry of GMAW weld pool is proposed. A grid pattern is projected onto the weld pool surface. The projected laser is reflected from the specular weld pool surface and the reflection is intercepted by an imaging plane. A high-speed camera fitted with a narrow band optical filter is adopted to capture the corresponding reflected pattern, which is deformed during the reflection. To utilize the reflected pattern to reconstruct the weld pool surface, the correspondence of the reflection points with the projected pattern must be established. This paper addresses the algorithm to first evaluate the captured images, segment and identify reflection pattern from series of captured images, identify projected lines and establish line-to-line correspondence. The establishment of the correspondence provides the data needed to reconstruct the weld pool surface based on the law of reflection.

Original languageEnglish
Title of host publicationCSAE 2012 - Proceedings, 2012 IEEE International Conference on Computer Science and Automation Engineering
Pages243-249
Number of pages7
DOIs
StatePublished - 2012
Event2012 IEEE International Conference on Computer Science and Automation Engineering, CSAE 2012 - Zhangjiajie, China
Duration: May 25 2012May 27 2012

Publication series

NameCSAE 2012 - Proceedings, 2012 IEEE International Conference on Computer Science and Automation Engineering
Volume2

Conference

Conference2012 IEEE International Conference on Computer Science and Automation Engineering, CSAE 2012
Country/TerritoryChina
CityZhangjiajie
Period5/25/125/27/12

Keywords

  • gas metal arc welding (GMAW)
  • machine vision
  • weld pool surafce

ASJC Scopus subject areas

  • Computer Science (miscellaneous)
  • Artificial Intelligence

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