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英文资料翻译VIP专享VIP免费

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英文资料翻译Imageprocessingisnotaonestepprocess.Weareabletodistinguishbetweenseveralstepswhichmustbeperformedoneaftertheotheruntilwecanextractthedataofinterestfromtheobservedscene.InthiswayahierarchicalprocessingschemeisbuiltupassketchedinFig.Thefiguregivesanoverviewofthedifferentphasesofimageprocessing.Imageprocessingbeginswiththecaptureofanimagewithasuitable,notnecessarilyoptical,acquisitionsystem.Inatechnicalorscientificapplication,wemaychoosetoselectanappropriateimagingsystem.Furthermore,wecansetuptheilluminationsystem,choosethebestwavelengthrange,andselectotheroptionstocapturetheobjectfeatureofinterestinthebestwayinanimage.Oncetheimageissensed,itmustbebroughtintoaformthatcanbetreatedwithdigitalcomputers.Thisprocessiscalleddigitization.Withtheproblemsoftrafficaremoreandmoreserious.ThusIntelligentTransportSystem(ITS)comesout.Thesubjectoftheautomaticrecognitionoflicenseplateisoneofthemostsignificantsubjectsthatareimprovedfromtheconnectionofcomputervisionandpatternrecognition.TheimageimputedtothecomputerisdisposedandanalyzedinordertolocalizationthepositionandrecognitionthecharactersonthelicenseplateexpressthesecharactersintextstringformThelicenseplaterecognitionsystem(LPSR)hasimportantapplicationinITS.InLPSR,thefirststepisforlocatingthelicenseplateinthecapturedimagewhichisveryimportantforcharacterrecognition.Therecognitioncorrectionrateoflicenseplateisgovernedbyaccuratedegreeoflicenseplatelocation.Inthispaper,severalofmethodsinimagemanipulationarecomparedandanalyzed,thencomeouttheresolutionsforlocalizationofthecarplate.Theexperiencesshowthatthegoodresulthasbeengotwiththesemethods.Themethodsbasedonedgemapandfrequencyanalysisisusedintheprocessofthelocalizationofthelicenseplate,thatistosay,extractingthecharacteristicsofthelicenseplateinthecarimagesafterbeingcheckedupfortheedge,andthenanalyzingandprocessinguntiltheprobablyareaoflicenseplateisextracted.Theautomatedlicenseplatelocationisapartoftheimageprocessing,it’salsoanimportantpartintheintelligenttrafficsystem.ItisthekeystepintheVehicleLicensePlateRecognition(LPR).Amethodfortherecognitionofimagesofdifferentbackgroundsanddifferentilluminationsisproposedinthepaper.theupperandlowerbordersaredeterminedthroughthegrayvariationregulationofthecharacterdistribution.Theleftandrightbordersaredeterminedthroughtheblack-whitevariationofthepixelsineveryrow.Thefirststepsofdigitalprocessingmayincludeanumberofdifferentoperationsandareknownasimageprocessing.Ifthesensorhasnonlinearcharacteristics,theseneedtobecorrected.Likewise,brightnessandcontrastoftheimagemayrequireimprovement.Commonly,too,coordinatetransformationsareneededtorestoregeometricaldistortionsintroducedduringimageformation.Radiometricandgeometriccorrectionsareelementarypixelprocessingoperations.Itmaybenecessarytocorrectknowndisturbancesintheimage,forinstancecausedbyadefocusedoptics,motionblur,errorsinthesensor,orerrorsinthetransmissionofimagesignals.Wealsodealwithreconstructiontechniqueswhicharerequiredwithmanyindirectimagingtechniquessuchastomographythatdelivernodirectimage.Awholechainofprocessingstepsisnecessarytoanalyzeandidentifyobjects.First,adequatefilteringproceduresmustbeappliedinordertodistinguishtheobjectsofinterestfromotherobjectsandthebackground.Essentially,fromanimage(orseveralimages),oneormorefeatureimagesareextracted.Thebasict...

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