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适应积分时间调整的红外图像非均匀性校正方法研究.docx

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适应积分时间调整的红外图像非均匀性校正方法研究 Title:ResearchonNon-uniformityCorrectionofInfraredImagesAdaptedtoIntegrationTimeAdjustment Abstract: Infraredimagingtechnologyhasbecomewidelyusedinvariousfields,suchassurveillance,medicalimaging,andremotesensing.However,oneofthechallengesininfraredimageprocessingisthepresenceofnon-uniformityartifacts.Theseartifactsmanifestasspatialvariationsintheimage,leadingtoinaccuraciesinquantitativeanalysisandoverallimagequality.Thispaperfocusesonthedevelopmentofmethodstoaddressthenon-uniformitycorrectionininfraredimages,specificallyconsideringtheimpactofintegrationtimeadjustments. 1.Introduction(200words) 1.1BackgroundofInfraredImaging 1.2Non-uniformityArtifactsinInfraredImages 1.3MotivationandObjectives 2.LiteratureReview(300words) 2.1ExistingNon-uniformityCorrectionTechniques 2.2IntegrationTimeAdjustmentandNon-uniformity 2.3GapsinExistingLiterature 3.Methodology(400words) 3.1DataAcquisitionandPre-processing 3.2Non-uniformityCorrectionAlgorithms 3.3IntegrationTimeAdjustmentTechniques 3.4ProposedNon-uniformityCorrectionMethodAdaptedtoIntegrationTimeAdjustment 4.ExperimentalStudy(200words) 4.1DatasetDescription 4.2EvaluationMetrics 4.3ResultsandDiscussion 5.ConclusionandFutureWork(100words) 5.1SummaryofResearchFindings 5.2ContributionstoInfraredImaging 5.3FutureDirectionsforFurtherResearch 6.References(Notincludedinwordcount) 1.Introduction Infraredimaginghasgainedsignificantimportanceduetoitsabilitytocapturethermalsignaturesfromobjects.However,non-uniformityartifactsdegradethequalityofinfraredimages,affectingimportantapplicationssuchasobjectdetection,targetrecognition,andtemperaturemeasurements.Non-uniformitycanbecausedbyvariousfactors,includingvariationsindetectorsensitivity,ambienttemperaturechanges,andelectronicnoise.Integrationtimeadjustmentsfurtherexacerbatetheseartifacts,leadingtotemporalnon-uniformities.Therefore,itisessentialtodeveloprobustnon-uniformitycorrectionmethodssuitableforadjustingintegrationtimes. 2.LiteratureReview Manynon-uniformityco