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基于机器视觉汽车轮毂尺寸自动测量系统的研究 Title:ResearchonanAutomatedSystemforMeasuringCarWheelHubDimensionsbasedonMachineVisionTechnology Abstract: Withthecontinuousdevelopmentofautomotivetechnology,thedemandforprecisemeasurementsofcarwheelhubdimensionshasbecomeincreasinglyimportant.Traditionalmanualmeasurementmethodsaretime-consuming,labor-intensive,andoftenpronetoerrors.Toaddressthesechallenges,thisresearchfocusesondevelopinganautomatedsystemformeasuringcarwheelhubdimensionsbasedonmachinevisiontechnology.Thissystemaimstoimprovemeasurementaccuracy,efficiency,andreliabilityintheautomotivemanufacturingprocess.Thispaperpresentsacomprehensiveoverviewofthesystemdesign,keycomponents,andtheimplementationofmachinevisionalgorithms.Additionally,theexperimentalresultsdemonstratethefeasibilityandeffectivenessoftheproposedsystem. 1.Introduction(100words) 1.1BackgroundandSignificance 1.2Objectives 1.3Outline 2.LiteratureReview(300words) 2.1OverviewofCarWheelHubMeasurement 2.2ApplicationofMachineVisionTechnologyinAutomotiveIndustry 2.3ExistingAutomatedMeasurementSystems 2.4ResearchGapandMotivation 3.SystemDesign(300words) 3.1HardwareConfiguration 3.2SoftwareArchitecture 3.3SensorSelection 3.4CalibrationandAccuracyEvaluation 4.MachineVisionAlgorithms(300words) 4.1ImageAcquisition 4.2Pre-processing 4.3FeatureExtraction 4.4MeasurementAlgorithm 4.5DataAnalysisandResultInterpretation 5.ExperimentalSetupandResults(200words) 5.1ExperimentalSetup 5.2DatasetCollection 5.3PerformanceEvaluation 5.4ComparisonwithManualMeasurements 6.Discussion(200words) 6.1PerformanceEvaluation 6.2ChallengesandLimitations 6.3FutureImprovementsandResearchDirections 7.Conclusion(100words) 7.1SummaryofAchievements 7.2ContributionstotheAutomotiveIndustry 7.3PracticalImplications 7.4FutureWork References(notincludedinthewordcount) Theaboveabstractisaround150words.Therestofthesectionsshouldeachbearound200-300wordstoreachtheminimumrequirementof1200words.