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영상처리를 이용한 용접철망 불량검사 시스템 구현 A Study on Defect Detection Systemfor Welded wire Mesh using Image Processing

최우석, 박재현, 이원섭
  • 언어KOR
  • URLhttp://db.koreascholar.com/Article/Detail/409470
한국기계기술학회지 (韓國機械技術學會誌)
제23권 제4호 (2021.08)
pp.636-642
한국기계기술학회 (Korean Society of Mechanical Technology)
초록

I propose an algorithm to detect defects in the production of wire mesh using computer image processing. The process is explained as follows, First reading consecutive frames coming through the camera, then the preprocessing process is performed. Second calculate the absolute difference between the two images to distinguish the moving wire mesh from the unnecessary background image. Third based on the past moving data of the welded wire mesh, predict and track future movement. As a result of observing the samples of some defective welded wire mesh products, it was confirmed that the horizontal line of the defective wire mesh had a higher height value of the tracked wire netting. Therefore it is possible to judge whether there is a defect or not at the same time without any additional process to judge. Finally, shear strength test were performed on the welds determined to be normal products by the algorithm proposed in this paper, so that I could verify the reliability and validity of the proposed algorithm.

저자
  • 최우석(강릉원주대학교 기계의용공학과) | woo suck choi Corresponding Author
  • 박재현(강릉원주대학교) | Jae-Hyun Park
  • 이원섭(강릉원주대학교) | Won-Seub Lee