資源描述:
《基于全變分去噪的mri截?cái)鄠斡耙种品椒ǖ难芯俊酚蓵?huì)員上傳分享,免費(fèi)在線閱讀,更多相關(guān)內(nèi)容在學(xué)術(shù)論文-天天文庫(kù)。
1、ABSTRACT11igh—frequencydataduetofinitesampling.Collectingmorehigh—frequencydataorusingafilterbeforeFouriertransformationarethecommonwaystoreducethetruncationartifact.However,theformermaynotbepossibleduetopracticalphysicalortemporalconstraintsondataacquisition.Thelatteri
2、satthepriceofdowngradingimagespatialresolution.Sofarmanymethodshavebeenproposedtosuppressingtruncationartifacts.Ingeneralcanbedividedintohardwaremethodsandimageprocessingmethod.Imagepost—processingcanbedividedintotherecoveryprocesstorestoretheimageofthelimitedsampling.A
3、nothermainlyfocusintheKspacedataextrapolationinordertoavoiddatatruncation.Nomatterwhichmethodisused,theultimategoalistoreducetheinfluenceofthetruncationartifactsandtomaintaintheboundaryinformationoftheimage.Althoughtherearemoremmcationartifactsuppressionmethodwasbom.How
4、evereachmethodhascertainlimitations.Whichevermethodtoremovingthetruncationartifactsdon’thaveuniversalapplicability.Andmostofthemanufacturerstoproducecommercialmagneticresonancedeviceonlyuseasimpledatafilteringprocess.Thetruncationartifactsremovalmethodisstillworthyoffia
5、rtherstudy.InChapterII,ChapterIII,wefirstin·depthstudythebasicprinciplesofIVlRIandtruncationartifactcausesandsolutions.Inthefourthchapterwefocusesonthetotalvariationinsignalprocessingapplications.Thenthroughalargenumberofexperimentstoverifytheeffectoftheimagesharpeningt
6、oolsincontrastinMRimagerecovery.Comparisonsofsecond—orderdifferentialmethod,suchasLaplacianoperatorissuperiortothefirst-order,suchasSobeloperatoreffectsinimagesharpening.WeproposetotalvariationdenoisingbasedLaplaciansharpeningfilteringmethod.FistuseTvDtoprocesstheimagec
7、ontainingatruncationartifact。ThetnmcationartifactcontainedimagehashigherTVscoresandTVminimizedoptimizedmodelprocessing,theobtainedresultscanbeaverygoodsubstitutefor碩士學(xué)位論文theoriginaldata.Buttotalvariationmodelhasmanyflaws.Thesignalaftertotalvariationdenoisingprocessingit
8、scontrastwillbereduced,inadditiontherearetheinevitableladderphenomenon.Accordingtotheproposedmethodusethesecon