Tire Defect Detection on Impurities

(整期优先)网络出版时间:2014-01-11
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AccordingtoX-rayimagetexturetirecharacteristicsandabnormaldistributionofthegrayarea,thispaperstudiesareal-timedefectdetectionmethodaboutthesidewalloftire.OnthebasisofthetexturedistributioncharacteristicsofX-raytire,weextractthecordinformationofthetireimagebymaximizingthedistanceofthecategoriesafterthegrayvaluecorrection,thenweusethemorphologymethodandstatisticsmethodtoprocesstheimagesothatwecangetthelocationandthesizeofimpurities.Wecanclassifythetiresintodifferentgradesbytheinformation.Comparedwithothermethods,ourmethodhastheadvantagethatmeetstheneedsoftireindustry.