预览加载中，请您耐心等待几秒...

基于LabVIEW的机器视觉在玻璃缺陷检测中的运用.docx

预览
1/3
2/3
3/3

在线预览结束，喜欢就下载吧，查找使用更方便

下载提示 文本预览

如果您无法下载资料，请参考说明：

1、部分资料下载需要金币，请确保您的账户上有足够的金币

2、已购买过的文档，再次下载不重复扣费

3、资料包下载后请先用软件解压，在使用对应软件打开

基于LabVIEW的机器视觉在玻璃缺陷检测中的运用 Abstract Machinevisionisincreasinglybeingadoptedinvariousindustriesforinspectionandqualitycontrolpurposes.Onesuchapplicationisthedetectionofdefectsinglass,whichisacriticalprocessinensuringthesafetyandreliabilityofglass-basedproducts.LabVIEWisapopularandcustomizablesoftwareplatformfordevelopingmachinevisionapplications.ThispaperpresentsacomprehensiveoverviewoftheuseofLabVIEW-basedmachinevisionforglassdefectdetection.Thepaperincludesaliteraturereviewoftheexistingresearchworkdoneinthisfield.Anoverviewoftheimageprocessingtechniquesusedfordefectdetection,suchasthresholding,edgedetection,andmorphologyarealsodiscussed.Finally,wepresentasummaryofthedifferentLabVIEWtoolsandfunctionalitiesusedfordefectdetection,andthefutureoutlookofthistechnologyintheglassmanufacturingindustry. Introduction Glassmanufacturingisacomplexprocessthatrequiresprecisioninthemanufacturing,inspection,andqualitycontrolstages.Anydefectsinglasscanleadtoreducedstrength,safetyhazards,andfailureoftheproduct.Hence,thedetectionofdefectsinglassisacriticalprocessthatneedstobetackledeffectively.Traditionally,visualinspectionisusedfordefectdetection,butitistime-consumingandpronetohumanerrors.Hence,machinevisionhasemergedasapopularandeffectivesolutionforautomatedglassdefectdetection. Machinevisioninvolvestheuseofcamerasandimageprocessingalgorithmstoacquireandanalyzeimagesofsampleobjectsforinspectionandevaluation.TheuseofLabVIEWsoftwarehelpstoprovideaflexible,customizable,andcomprehensiveplatformfordevelopingmachinevisionapplications.LabVIEW-basedmachinevisionsystemsofferacompleteandsystematicsolutionforglassdefectdetectionthatenableshigh-speed,accurate,andconsistentresults. ThispaperaimstoprovideanoverviewoftheuseofLabVIEW-basedmachinevisionforglassdefectdetection.ItexplainstheimageprocessingtechniquesusedfordefectdetectionandtheadvantagesofusingLabVIEWsoftwarefordevelopingsuchsystems. LiteratureReview Therehavebeennumerousresearchstudiesandpublicationsonthedetectionofglassdefectsusingmac