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PET图像的DSP重建方法 Title:DigitalSignalProcessing(DSP)TechniquesforPETImageReconstruction Abstract: PositronEmissionTomography(PET)imagingisawidelyusedmedicalimagingtechniquethatprovidesvaluableinformationaboutvariousphysiologicalprocessesinthehumanbody.However,PETimagesareinherentlynoisyandsufferfromlimitationsinspatialresolutionandsignal-to-noiseratio,whichcanaffecttheirdiagnosticaccuracy.DigitalSignalProcessing(DSP)techniquesplayacrucialroleinaddressingthesechallengesandimprovingthequalityofPETimagereconstruction.ThispaperaimstoreviewanddiscussvariousDSPtechniquesusedforPETimagereconstruction,includingnoisereduction,imageenhancement,andresolutionimprovement. 1.Introduction -BriefexplanationofPETimaginganditsimportanceinmedicaldiagnosis -OverviewofthechallengesinPETimagereconstruction -ImportanceofDSPtechniquesinimprovingimagequality 2.DSPTechniquesforNoiseReductioninPETImages -ReviewofnoisesourcesinPETimaging -Statisticalmethodsfornoisereduction,suchasfilteringanddenoisingalgorithms -Non-statisticalmethodsfornoisereduction,includingwavelettransformationandtotalvariationregularization -ComparisonofdifferentDSPtechniquesfornoisereductioninPETimages 3.DSPTechniquesforImageEnhancementinPETImages -Contrastenhancementtechniquesforimprovingimagevisibility -Histogramequalizationandadaptivecontrastenhancementalgorithms -Spatialandfrequencydomainfilteringforimprovingimagedetails -ComparisonofdifferentDSPtechniquesforimageenhancementinPETimages 4.DSPTechniquesforResolutionImprovementinPETImages -LimitationsofPETimaginginspatialresolution -Super-resolutiontechniquesusinginterpolationanddeconvolutionalgorithms -Imagedeblurringmethodsforimprovingspatialresolution -ComparisonofdifferentDSPtechniquesforresolutionimprovementinPETimages 5.CombinedDSPTechniquesforPETImageReconstruction -Integrationofnoisereduction,imageenhancement,andresolutionimprovementtechniques -SequentialanditerativeapproachesforPETimagereconstruction -HybridapproachescombiningDSPtechniqueswithotherimagereconstructi