• Title/Summary/Keyword: masked histogram equalization

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A Study on Improvement of Vision Inspector for T Type Welding nut auto Sorting System using a Masked Histogram Equalization (마스크 히스토그램 평준화를 이용한 T형 용접너트 자동 선별시스템의 비전검사기 성능개선에 관한 연구)

  • Hur, Tae-Won;Song, Han-Lim
    • Journal of the Institute of Electronics and Information Engineers
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    • v.49 no.9
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    • pp.353-361
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    • 2012
  • In this paper, we propose a improvement method of vision inspector for T type welding nut using an auto sorting system. We used edge and thread detection with histogram of image which is captured by machine vision camera. We also used a binary morphology operation for a detection of spot. A major problem in this vision inspector is abnormal operation caused by degradation of image acquired. These degradations caused by oil pollution on conveyer belt. For overcome this problem, we introduce a pre-processing using a masked histogram equalization on the image acquired. Histogram equalization is applied on masked region (nut part) for increase contrast. As a result, we can remove features caused by oil pollution on background and reduce a ratio of abnormal operation from 10.0 % to 0.2 %.