• Title/Summary/Keyword: 너트의 상태 인식

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Algorithm and Performance Evaluation of High-speed Distinction for Condition Recognition of Defective Nut (불량 너트의 상태인식을 위한 고속 판별 알고리즘 및 성능평가)

  • Park, Tae-Jin;Lee, Un-Seon;Lee, Sang-Hee;Park, Man-Gon
    • Journal of Korea Multimedia Society
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    • v.14 no.7
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    • pp.895-904
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    • 2011
  • In welding machine that executes existing spot welding, wrong operation of system has often occurs because of their mechanical motion that can be caused by a number of supply like the welding object. In exposed working environment for various situations such as worker or related equipment moving into any place that we are unable to exactly distinguish between good and not condition of nut. Also, in case of defective welding of nut, it needs various evaluation and analysis through image processing because the problem that worker should be inspected every single manually. Therefore in this paper, if the object was not stabilization state correctly, we have purpose to algorithm implementation that it is to reduce the analysis time and exact recognition as to improve system of image processing. As this like, as image analysis for assessment whether it is good or not condition of nut, in his paper, implemented algorithms were suggested and list by group and that it showed the effectiveness through more than one experiment. As the result, recognition rate of normality and error according to the estimation time have been shown as 40%~94.6% and 60%~5.4% from classification 1 of group 1 to classification 11 of group 5, and that estimation time of minimum, maximum, and average have been shown as 1.7sec.~0.08sec., 3.6sec.~1.2sec., and 2.5sec.~0.1sec.