郭致宏副教授 - 國立成功大學電機系
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2010-present. 國立成功大學電機系副教授. 2004-2010. 國立成功大學電機系助理教授. 2004. 華邦電子公司. 1999-2003. 美國南加州大學電機工程學系研究助理. 1996-1998.
郭致宏 副教授地址奇美系館5樓95511室EmailTEL+886-6-2757575ext.62326實驗室網站連結影音通訊系統設計實驗室(R95515/ext.62400-2856)
學經歷
學歷
2003美國南加州大學電機工程博士1994國立清華大學電機工程碩士1992國立清華大學電機工程學士
經歷
2010-present國立成功大學電機系副教授2004-2010國立成功大學電機系助理教授2004華邦電子公司1999-2003美國南加州大學電機工程學系研究助理1996-1998工業技術研究院電腦與通信研究所
研究領域
數位影音壓縮數位通信系統設計
著作
期刊論文(Journal)
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C.-H.Chiang,C.-H.Kuo,C.-C.LinandH.-T.Chiang,"3DPointCloudClassificationforAutonomousDrivingviaDense-ResidualFusionNetwork,"inIEEEAccess,vol.8,pp.163775-163783,2020,doi:10.1109/ACCESS.2020.3021191.D.ChenandC.Kuo,"ModifiedDualPathNetworkWithTransformDomainDataforImageSuper-Resolution,"inIEEEAccess,vol.8,pp.97975-97985,2020,doi:10.1109/ACCESS.2020.2997028.J.Hsu,C.KuoandD.Chen,"ImageSuper-ResolutionUsingCapsuleNeuralNetworks,"inIEEEAccess,vol.8,pp.9751-9759,2020.Shih-ChiehYu,Shao-MingLai,Chih-HungKuo,andJing-HongYu,“Lookup-Table-BasedErrorCompensationforSpecialFunctionUnitBasedonTaylorSeriesApproximation”,InternationalJournalofElectricalEngineering(IJEE),vol.24,no.5,pp.177-184,Oct.2017.Chih-HungKuo,Yi-LiangShih,andSsu-ChiehYang,“RatecontrolviaadjustmentofLagrangemultiplierforvideocoding,”IEEETransactionsonCircuitsandSystemsforVideoTechnology,On-lineearlyaccess,Nov.19,2015.Min-KuanChang,Ting-ChenChen,Che-AnShen,Wan-JenHuang,Chih-HungKuo,andChia-ChenKuo,“Newresultsonconnectivityinwirelessnetwork,”JournalofVisualCommunicationandImageRepresentation,vol.32,pp.74-82,Oct.2015.Chia-HungYeh,Po-YiSung,Chih-HungKuo,Ruey-NanYeh(2012,Oct),Robustlaserspecklerecognitionsystemforauthenticityidentification,OpticsExpress,Vol.20,No.22,pp.24382-24393.Chih-HungKuo,Chien-MingWang,andJiung-LiangLin,“CooperativeWirelessBroadcastforScalableVideoCoding,”IEEETransactionsonCircuitsandSystemsforVideoTechnology,vol.21,no.6,pp.816-824,June2011.Li-ChuanChang,Chih-HungKuo,andBin-DaLiu,“ATwo-StageRateControlMechanismforRDO-BasedH.264/AVCEncoders,”IEEETransactionsonCircuitsandSystemsforVideoTechnology,vol.21,no.5,pp.660-673,May2011.Chih-HungKuo,Li-ChuanChang,Hsien-ChenChiu,andBin-DaLiu,“EfficienttwopassratecontrolschemebasedonadjustingdistributionofDCTcoefficient,”IETimageprocessing,vol.4,no.3,pp.211-222,June2010.Min-KuanChang,Shi-YongLee,Chien-HaoChien,andChih-HungKuo,“Performanceanalysisandmodellingofsingle-steppowercontrolinfinitestateMarkovchannelunderdifferentfeedbackchannels,”IEEETransactionsonCommunications,vol.58,no.4,pp.1280-1290,April2010.Chih-HungKuo,Li-ChuanChang,Kuan-WeiFan,andBin-DaLiu,“Hardware/softwareco-designoflowcostratecontrolschemeforH.264/AVC,”IEEETransactionsonCircuitsandSystemsforVideoTechnology,vol.20,no.2,pp.250-261,Feb.2010.Chia-HungYeh,Chih-HungKuo,andRung-WenLiou,“Moviestoryintensityrepresentationthroughaudiovisualtempoanalysis,”MultimediaToolsandApplications,vol.44,no.2,pp.205-228,Dec.2009.Chih-HungKuoandC.-C.JayKuo,“Anembeddedspace-timecoding(STC)schemeforbroadcasting,”IEEETransactiononBroadcasting,vol.53,no.1,pp.48-58,Mar.2007.Chih-HungKuo,MeiyinShenandC.-C.JayKuo,“Fastmotionsearchwithefficientinter-predictionmodedecisionforH.264,”JournalofVisualCommunicationandImageRepresentation,vol.17,pp.217-242,2006
會議論文(Conference)
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Chia-NingLiu, Yu-AnLai, Shi-AnZhan, Chih-HungKuo"Designof2DSystolicArrayAcceleratorforQuantizedConvolutionalNeuralNetworks",2021InternationalSymposiumonVLSIDesign,AutomationandTest(VLSI-DAT).(19-22April2021,Hsinchu,Taiwan)Chia-NingLiuandChih-HungKuo,"ConvolutionAcceleratorforLow-PrecisionNeuralNetwork",2019VLSIDesign/CADSymposium.(6-9August2019,kaohsiung,Taiwan)De-WeiChen,andChih-HungKuo,"Super-ResolutionImageReconstructionwithTransformDomainData",ImageProcessing(CVGIP2019).(25-27August2019,Taitung,Taiwan)Shao-MingLai,andChih-HungKuo,"EfficientDual-PrecisionFloating-PointSpecialFunctionUnit",2018VLSIDesign/CADSymposium.(7-10August2018,Tainan,Taiwan)Yu-YaoShen,andChih-HungKuo,“TwoPassRateControlforConsistentQualityBasedonDown-samplingVideoinHEVC,”IEEEInternationalConferenceonMultimediaandExpo(ICME),July,2018.Ying-ChanTung,andChih-HungKuo,"EffectiveCUsizedecisionbyconvolutionalneuralnetworkforHEVC",31thIPPRConferenceonComputerVision,Graphics,andImageProcessing(CVGIP2018).(19-21August2018,Tainan,Taiwan)Wei-TingLu,Chiew-WeiLen,Chih-HungKuo,andYing-ChanTung,"ImageSuper-ResolutionBasedonErrorCompensationwithConvolutionalNeuralNetwork",2017Asia-PacificSignalandInformationProcessingAssociation(APSIPA2017).(12-15December2017,KualaLumpur,Malaysia)Chien-WeiLin,andChih-HungKuo,"VideoSuper-ResolutionUsingConvolutionalNeuralNetwork",2017TaiwanAcademicNetworkConference(TANET).(25-27October2017,Taichung,Taiwan)Wei-TingLu,Chien-WeiLin,andChih-HungKuo,"Multi-ScaleSuperResolutionwithConvolutionalNeuralNetworkandIterativeBackProjection",30thIPPRConferenceonComputerVision,Graphics,andImageProcessing(CVGIP2017).(21-23August2017,Nantou,Taiwan)Yu-KuanLin,andChih-HungKuo,"ApproximationDecodingforRBFNN-BasedTextureCompression",2017TaiwanandJapanConferenceonCircutsandSystems(TJCAS2017).(21-23August2017,Okayama,Japan)Meng-YangLu,andChih-HungKuo,"ALowLatencyMemoryI/OLinkCompressionArchitectureforGPU",2017TaiwanandJapanConferenceonCircuitsandSystems(TJCAS2017).(21-23August2017,Okayama,Japan)Meng-YangLu,andChih-HungKuo,"ALowlatencyMemoryCompressionFrameworkUsingBased-DeltaBitmask",2017VLSIDesign/CADSymposium.(1-4August2017,Pingtung,Taiwan)Yu-KuanLin,andChih-HungKuo,"Variable-SizeBlockTextureCompressionUsingRadialBasisFunctionNeuralNetwork",2017VLSIDesign/CADSymposium.(1-4August2017,Pingtung,Taiwan)Min-KunSie,andChih-HungKuo,"IndoorlocationestimationusingBLEbeaconwithmultipletransmissionpowerlevels",ConsumerElectronics-Taiwan(ICCE-TW),2017IEEEInternationalConferenceon,pp.323-324.(12-14June2017,Taipei,Taiwan)Shih-ChiehYu,Chih-HungKuo,andJing-HangYu,"ErrorCompensationforSpecialFunctionUnitBasedonHigh-orderTaylorSeriesApproxiation,"2016VLSIDesign/CADSymposium.(2-5August2016,Kaohsiung,Taiwan)Yu-SiangCiou,andChih-HungKuo,"FastCodingUnitSelectionforHEVCUsingMachineLearningTrade-offbetweenSpeedandPerformance,"2016TaiwanAcademicNetworkConference(TANET),pp.338-343.(19-21October2016,Hualien,Taiwan)Ching-ChuanTseng,LiWang,Chih-HungKuo,"ApplicationofHybridMixingCDMA/IDMA.OCDMA/OIDMAforSmartGridIntegrationofRenewable-EnergyResources,"Computer,ConsumerandControl(IS3C),2016InternationalSymposiumon,pp.878-882.(4-6July2016,Xi'an,China)Li-TianChen,Jia-HaoYang,andChih-HungKuo,“MemorycompressionarchitectureforHSAILGPU,”2015VLSIDesign/CADSymposium.(4-7August2015,Hualien,Taiwan)Jia-HaoYang,Chih-HungKuo,andYu-KuanLin,“Texturecompressionwithhierarchicalpalette,”2016IEEESecondInternationalConferenceonMultimediaBigData,pp.266-269.(20-22April2016,Taipei,Taiwan)P.H.Kuo,C.H.Kuo,"ImageSuperResolutionbyConvolutionalRestrictedBoltzmannMachine,"IPPRConferenceonComputerVision,Graphics,andImageProcessing,2015.P.H.Kuo,C.H.Kuo,"FastEstimationinOpticalFlowforSuper-ResolutionVideo,"IPPRConferenceonComputerVision,Graphics,andImageProcessing,2014.Hao-RongDing,Chih-HungKuo,Po-HungKuo,Tan-TseChuang,“MassiveParallelComputingofSuper-ResolutionwithSparseRepresentation”,InternationalComputerSymposium(ICS),Oct.2014.Xiao-QiaoHung,Chih-HungKuo,Chih-PingMaoandYu-SiangCiou,“AdaptivedepthsearchrangeforHEVCcodingunitsizeselection”,Asia-PacificSignalandInformationProcessingAssociation,Aug.2014.Wei-HsiangChiou,Chih-HungKuoandYi-ShianShie,“ComplexityControlofMotionCompensationforVideoDecoding”,AsiaPacificSignalandInformationProcessingAssociationAnnualSummit(APSIPA),2013Chia-LingChiang,Ssu-ChiehYang,Xiao-QiaoHuangandChih-HungKuo,“ClassifiedDirectionalPredictionforVisuallyLosslessCompressioninDisplayDevices”,InternationalConferenceonInformation,CommunicationsandSignalProcessing(ICICS),2013Chih-ChiWu,PingMa,Wun-DuHungandChih-HungKuo,“Two-stageCompensationforNon-idealEffectsinMIMO-OFDMSystems”,IEEEAsiaPacificSignalandInformationProcessingAssociationAnnualSummitandConference(APSIPAASC),Dec.2012.Chun-YenYu,Wei-HsiangChiuandChih-HungKuo,“ComplexityModelingforCoarseGrainScalable(CGS)VideoDecoding”,IEEEInt.Conf.onCommunications,CircuitsandSystemsProcessing(ICCCAS),Aug.2012.Wei-YuChiangandChih-HungKuo,“Divider-FreeArchitectureforFastSub-pixelMotionPredictioninH.264/AVC,”IEEEAsiaPacificonVisualCommunicationsandImageProcessing(VCIP),Nov.2011,pp.1-4.Cheng-HongJiangandChih-HungKuo,“Atwo-passvideoencoderbyfixedlagrangemultipliers,”IEEEAsiaPacificConferenceonCircuitsandSystems,Dec.2010,pp552-555.Jheng-RuLiangandChih-HungKuo,“LS-basedjointestimationofcarrierfrequencyoffsetandIQimbalanceinOFDMsystems,”Int.Symp.onNext-GenerationElectronics,Nov.2010,pp.52-55.Cheng-ShiuanPeng,Li-ChuanChang,Chih-HungKuo,andBin-DaLiu,“Dual-corevirtualplatformwithQEMUandSystemC,”Int.Symp.onNext-GenerationElectronics,Nov.2010,pp.69-72.Li-ChuanChang,Chih-HungKuo,andBin-DaLiu,“LowcomplexityMADpredictionalgorithmsforratecontrollableH.264/AVChardwareencoders,”inProc.IEEEInt.Symp.CircuitsandSyst.,May2010,pp.661-664.R.S.Wang,C.H.Kuo,“LowComplexityDesignandImplementationofActiveInterferenceCancellation,”inProc.2009InternationalConferenceonCommunications,CircuitsandSystems,California,USA,July23-25,2009.L.C.Chang,C.H.Kuo,andB.D.Liu,“AnImprovementtoqualitylayerassignationinthescalableextensionofH.264/AVC,”inIEEEProc.Int.Conf.onCommunication,CircuitsandSyst,May2008.C.H.Kuo,L.C.Chang,Z.W.Liu,andB.D.Liu,“Systemleveldesignofaspatial-temporalvideoresamplingarchitecture,”inIEEEProc.Int.Symp.CircuitsandSyst.,May2008.C.H.Kuo,G.C.Huang,L.C.Chang,andB.D.Liu,“SourcecodeflowoptimizationforH.264/AVCvideodecoderimplementingonalow-costembeddedsystemplatform,”inIEEEProc.Int.Conf.TENCON.,Oct.2007.C.H.Kuo,C.H.Hu,L.C.ChangandW.K.Kuo,“RobustvideoqualitycontrolwithpacketschedulingonlinklayerofDVB-Hsystem”,inProc.IEEETencon.,Taipei,Taiwan,Oct.2007,ThCM-04.Li-ChuanChang,Yen-SungChen,Rung-WenLiou,Chih-HungKuo,Chia-HungYehandBin-DaLiu,“Arealtimeandlowcosthardwarearchitectureforvideoabstractionsystem,”IEEEInternationalSymposiumonCircuitsandSystems,2007.Hsin-JuFengandChih-HungKuo,“FramebasedErrorconcealmentinH.264/AVCbyrefinedmotionprediction,”IEEEAsiaPacificConferenceonCircuitandSystems,Singapore,Dec4-7,2006,pp247-250.Chih-HungKuo,Wey-BangWu,Yi-JangWu,andJia-HungLin.“SeriallowpowerbuscodingforVLSI,”IEEEInternationalConferenceonCommunicationsCircuitsandSystems,GuiLin,China,June25-28,2006.Chih-HungKuo,MeiyinShenandC.-C.JayKuo,“Fastinter-predictionmodedecisionandmotionsearchforH.264,”tobeappearedonProc.IEEEInternationalConferenceonMultimedia&Expo2004,June2004,Taipei,Taiwan.Chih-HungKuo,MeiyinShenandC.-C.JayKuo,“Anenhancedfastvariableblock-sizemotionestimationschemeforH.264,”Proc.SPIEVisualCommunicationsandImageProcessing2004,January,2004,inProc.SPIEVol5308,pp.440-451.Chih-HungKuo,MeiyinShenandC.-C.JayKuo,“Fastvariable-block-sizemotioncompensationalgorithmforH.264videocoding,”Proc.SPIEITCom2003,September2003,Orlando,Florida,inProc.SPIEVol.5241.Chih-HungKuoandC.-C.JayKuo,“Embeddedspace-timecodingforwirelessbroadcastwithheterogeneousreceivers,”Proc.IEEEGlobalTelecommunicationsConference,2002,Taipei,Taiwan,Vol2,pp1749–1753.Chih-HungKuoandC.-C.JayKuo,“Embeddeddifferentialspace-timecodingforwirelessbroadcast,”Proc.SPIEITCom2002,Nov2002,inProc.SPIEVol4869,pp85-96.Chih-HungKuo,Chang-SuKimandC.-C.JayKuo,“Robustvideotransmissionoverwidebandwirelesschannelusingspace-timecodedOFDMsystems,”Proc.IEEEWirelessCommunicationsandNetworkingConference2002,Mar2002,Vol2,pp931–936.Chih-HungKuo,Chang-SuKim,RobertKu,andC.-C.JayKuo,“Embeddedspace-timecodingforwirelessbroadcast,”Proc.SPIEVisualCommunicationsandImageProcssing2002,January20-25,2002,SanJose,CA,inProc.SPIEVol4671,pp967-977.Chih-HungKuo,Chang-SuKimandC.-C.JayKuo,“Adaptivemediapacketizationandprotectionfor3Gmobilecommunications,”inProc.ConferenceonApplicationsofDigitalImageProcessingXXXV,SPIE's46thAnnualMeeting,SanDiego,CA,July29-August3,2001.Chih-HungKuo,Chang-SuKim,andC.-C.JayKuo,“Layeredvideotransmissionoverspace-time-codedsystems,”inProc.ConferenceonApplicationsofDigitalImageProcessingXXXV,SPIE's46thAnnualMeeting,SanDiego,CA,July29-August3,2001inProc.SPIEVol4472,pp482-491.Chih-ChiWuandChih-HungKuo,“DesignandImplementationofNon-idealEffectsCompensationProcessorforMIMO-OFDM,”The23thVLSIDesign/CADSymposium,2012.(August7-10,2012,Kenting,Taiwan).Wei-YuChiangandChih-HungKuo,“ADivider-FreeAlgorithmandItsVLSIArchitectureforFractionalMotionPredictionforH.264/AVCVideoCoding,”inProc.22thVLSIDesign/CADSymp.,Aug.2011,pp.17-20.Li-ChuanChang,Chih-HungKuo,andBin-DaLiu,“Hardware-orientedMADpredictionalgorithmsforratecontrollableH.264/AVChardwareencoders,”inProc.21thVLSIDesign/CADSymp.,Aug.2010,pp.243-246.Ku-WeiLin,Li-ChuanChang,Chih-HungKuo,andBin-DaLiu,“Videodecoderoptimizationandparallelizationfordual-coreembeddedsystems,”inProc.21thVLSIDesign/CADSymp.,Aug.2010,pp.363-366.Jiung-LiangLinandChih-HungKuo,“AnErrorResilientSVCSchemebyRedundant-Macro-BlockCodingonMulti-CoreArchitecture,”inProc.21thVLSIDesign/CADSymp.,Aug.2010,pp.560-563.Po-YiSung,Ruei-YaoHuang,andChih-HungKuo,“SportVideoHighlightExtractionBasedonKernelSupportVectorMachines,”inThe23rdIPPRConferenceonComputerVision,Graphics,andImageProcessing(CVGIP-2010),July,2010.Yu-ChangHsu,Chih-HungKuo,“FastCo-SimulationFrameworkforSystemCTLMandUser-ModeQEMU,”The20thVLSIDesign/CADSymposium,Hualien,Taiwan,August,2009.Ho-ChiChuang,Chih-HungKuo,“Error-ResilientVideoTransmissionbyApplyingDistributedSourceCoding,”The21thIPPRConferenceonComputerVision,GrahpicsandImageProcessing,Yilan,Taiwan,August,2008.Chih-HungKuo,Li-ChuanChang,Zheng-WeiLiuandBin-DaLiu,“Anintegratedspatial-temporalsamplingrateconversionarchitecturebymotioncompensationforTVdisplay,”inProc.18thVLSI/CADSymp,Hualien,Taiwan,Aug.,2007.pp.90-93Chia-HungYeh,Rung-WenLiou,Chih-HungKuoandMaverickShih,“Storyintensityrepresentationthroughaudiovisualtempoanalysis,”inProc.200619thIPPRConferenceonComputerVision,GrahpicsandImageProcessing,pp.238-242,Aug13-152006.Wey-BangWu,Yi-JangWu,andChih-HungKuo,“AnimplementationofserialbuscodingschemeforAMBA-basedplatform,”The17thVLSIDesign/CADSymposium,Hualien,Taiwan,August8-11,2006.
專利
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Jia-HungLin,Chih-HungKuo,Chia-HungYeh,Hsuan-HuiShih:Cameramotionparameterretrievingsystemandsolvingprocess,UnitedStatesPatent8154604B2.(Issuedate:Apr.10,2012)林家宏、郭致宏、葉家宏、施宣輝,「擷取攝影裝置動作參數之系統及其計算方法」,中華民國發明專利第I364005號。
(公告日2012/05/11)葉家宏、劉榮文、郭致宏、施宣輝,「用以偵測媒體資料流中精采片段的裝置以及相關方法」,中華民國發明專利第I325722號。
(公告日2010/06/1)Wen-YuanChenandChih-HungKuo,“Apparatusandmethodforechocancellation,”USpatentUS5970154.IssuedDateOct.19,1999.
其他
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符合OpenCL/TensorFlowAPI規範的終端AI處理器具能量效率之OpenCL及OpenGLHAS相容GPU系統設計與實作高效率視訊編碼之位元率-失真模型及位元率分配具能量效率之異質性架構系統中介語言GPU之系統與實現-子計畫二:應用於HSAILGPU內部之資料傳輸壓縮模組以及特殊算術運算模組設計子計畫四:支援OpenCL運算之超解析度影像編解碼演算法設計具易測試及除錯特性之智慧型低功率多核心系統之設計技術研發:從電子系統層級至矽晶片層級-子計畫六:具有輔助除錯之能量感知多核心即時影像應用的系統層級設計(2/3)(2011~2012)(NSC100-2220-E-006-007-)具易測試及除錯特性之智慧型低功率多核心系統之設計技術研發:從電子系統層級至矽晶片層級-子計畫六:具有輔助除錯之能量感知多核心即時影像應用的系統層級設計(1/3)(2010~2011)(NSC99-2220-E-006-020-)電子系統層級設計技術開發及其在多格式系統晶片之應用-子計畫二:應用於多格式晶片系統之電子系統層級共同模擬方法及運算核心軟體的開發(3/3)(2009~2010)(NSC98-2220-E-006-003)用於多媒體數位電視之畫面及時間取樣率轉換系統設計(I)(2006~2007)(NSC95-2221-E-006-459)用於多媒體資料處理之可重置低功率NoC平台的設計與實現(I)子計畫五:可重置NoC平台低功率通道編碼設計(I)(2005~2006)(NSC94-2213-E-006-055)嵌入式時空編碼系統之差分式設計(2004-2005)(NSC93-2218-E-006-100)
研究計劃
應用於邊緣運算之深度神經網路模型壓縮利用深度學習於壓縮視訊之影像增強技術符合OpenCL/TensorFlowAPI規範的終端AI處理器具能量效率之OpenCL及OpenGLHSA相容GPU系統設計與實作高效率視訊編碼之位元率-失真模型及位元率分配具能量效率之異質性架構系統中介語言GPU之設計與實現-子計畫二:應用於HSAILGPU內部之資料傳輸壓縮模組以及特殊算術運算模組設計子計畫四:支援OpenCL運算之超解析度影像編解碼演算法設計具易測試及除錯特性之智慧型低功率多核心系統之設計技術研發:從電子系統層級至矽晶片層級-子計畫六:具有輔助除錯之能量感知多核心即時影像應用的系統層級設計(2/3)(2011~2012)(NSC100-2220-E-006-007-)具易測試及除錯特性之智慧型低功率多核心系統之設計技術研發:從電子系統層級至矽晶片層級-子計畫六:具有輔助除錯之能量感知多核心即時影像應用的系統層級設計(1/3)(2010~2011)(NSC99-2220-E-006-020-)電子系統層級設計技術開發及其在多格式系統晶片之應用-子計畫二:應用於多格式晶片系統之電子系統層級共同模擬方法及運算核心軟體的開發(3/3)(2009~2010)(NSC98-2220-E-006-003)用於多媒體數位電視之畫面及時間取樣率轉換系統設計(I)(2006~2007)(NSC95-2221-E-006-459)用於多媒體資料處理之可重置低功率NoC平台的設計與實現(I)子計畫五:可重置NoC平台低功率通道編碼設計(I)(2005~2006)(NSC94-2213-E-006-055)嵌入式時空編碼系統之差分式設計(2004-2005)(NSC93-2218-E-006-100)
開授課程
110學年度上學期電子及電工學數位訊號電路設計專論109學年度下學期邏輯系統109學年度上學期電子及電工學數位訊號電路設計專論108學年度上學期電子及電工學數位訊號電路設計專論107學年度上學期電子及電工學數位訊號電路設計專論105學年度下學期數位訊號電路設計專論105學年度上學期電子及電工學104學年度下學期多媒體通訊數位訊號電路設計專論103學年度上學期電子及電工學工程數學(一)102學年度下學期工程數學(二)
指導學生
本學年度實驗室成員
碩士班張琬婷曾浩軒張珈偉林育詳陳彥勳邱翊王祥兆陳奕廷詹世安方莉珺陳冠宏蕭丞量李昕紘鄭子皇余采蓴徐智仁黃柏碩詹皓鈞吳宇祈
已畢業學生
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