北京大学数字媒体技术基础课程(No04831800)课件

《数字媒体技术基础》课程作业下述两个作业选一设计内容1：设计开发多媒体分析处理或应用的程序设计设计内容2：撰写相关的课程论文，内容涉及多媒体相关领域的文献综述。将分主题列出约30篇文献，要求研读其中某几篇论文（也可以阅读其他相关文献），并对其中涉及的某个主题写出不少于5000字的论文论文的电子版可以从网络搜索后下载，也可以从课程网站上下载（约4月初提供）.设计内容1的可选题目对设计量大一些的作业，可以2-3个学生成组设计，但需说明各自的作用。分析8x8DCT变换、H.2648x8整数变换、AVS8x8整数变换后的变换系数分布特性，以及进行归一化/量化后的量化系数分布特性设计高斯信源的最优量化器，并和均匀量化进行失真比较设计一种快速运动估计算法，并和全搜索、钻石搜索等快速算法进行复杂度、性能比较设计一种多视点视频的快速运动估计算法基于区域的视频编码设计及实现基于空时域信息上采样插值的超分辨率视频重构，并与简单的双线性插值进行失真比较.设计内容2的推荐阅读论文(1)计算机视觉（5）人脸识别：Turk,M.,andPentland,A.,Facerecognitionusingeigenfaces,Proc.ComputerVisionandPatternRecognitionConf.,1991,586-591.(AnalternativepaperthatislongerbutmaybeeasiertoreadisTurk,M.,andPentland,A.,Eigenfacesforrecognition,J.CognitiveNeuroscience3(1),1991,71-86.)Cootes,T.,Edwards,G.,andTaylor,C.,Activeappearancemodels,

Proc.5thEuropeanConf.ComputerVision,Vol.2,1998,484-498.图像分析与处理Wang,J.Y.A.,andAdelson,E.H.,Representingmovingimageswith

layers,IEEETrans.ImageProcessing3(5),1994,625-638.DorinComaniciu,PeterMeer,

Meanshift:Arobustapproachtowardfeaturespaceanalysis,IEEETrans.PatternAnalysisandMachineIntelligence24(5),2002,603-619.)Shi,J.,andMalik,J.,Normalizedcutsandimagesegmentation,IEEE

Trans.PatternAnalysisandMachineIntelligence22(8),2000,888-905.

.设计内容2的推荐阅读论文(2)视频处理与编码（8）编码标准相关WIEGAND,T.,SULLIVAN,G.J.,BJNTEGAARD,G.ANDLUTHRA,A.2003.OverviewoftheH.264/AVCVideoCodingStandard.IEEETransactiononCircuitsSystemforVideoTechnology13(7),560-576.RobertM.Gray,DavidL.Neuhoff,“Quantization”,IEEETransactionsonInformationTheory,Vol.44,No.6,October1998.PoLM,MaWC.Anovelfour-stepsearchalgorithmforfastblockmotionestimation[J].IEEETransonCSVT,1996,6(3):313-317.转码VETRO,A.,CHRISTOPOULOS,C.ANDSUN,H.2003.Videotranscodingarchitecturesandtechniques:Anoverview.IEEESignalProcessingMagazine,20(2),18-29.分布式多视编码Girod,B.,Aaron,A.,Rane,S.&Rebollo-Monedero,D.Distributedvideocoding.Proceedingsof.IEEE,Jan.2005,93(1):71-83.PhilippMerkle,AljoschaSmolic,KarstenMüller,andThomasWiegand:

EfficientPredictionStructuresforMultiviewVideoCoding,

IEEETransactionsonCircuitsandSystemsforVideoTechnology,SpecialIssueonMulti-viewVideoCodingand3DTV,scheduledNovember2007.区域编码/超分辨率D.Barreto,L.D.Alvarez,R.Molina,A.K.Katsaggelos,andG.M.Callicó,“Region-BasedSuper-ResolutionforCompression”,MultidimensionalSystemsandSignalProcessing,specialissueonpaperspresentedattheIInternationalConferenceinSuperResolution(HongKong,2006),vol.

18,no.

2-3,59-81,September2007.Y.Yokoyama,Y.Miyamoto,andM.Ohta,"Verylowbitratevideocodingusingarbitrarilyshapedregion-basedmotioncompensation,"IEEETrans.OnCircuitsandSystemsforVideoTechnology,vol.5,no.6,pp.500-507,December1995..设计内容2的推荐阅读论文(3)多媒体分析与检索（6）多媒体分析与检索Aslandogan,Y.A.;Yu,C.T.,Techniquesandsystemsforimageandvideoretrieval,IEEETransactionsonKnowledgeandDataEngineering,vol.11,no.1,pp.56-63,Jan/Feb1999DIMITROVA,N.1999.MultimediaContentAnalysisandIndexingforFilteringandRetrievalApplications.InformationScience,SpecialIssueonMultimediaTechnologiesandInformingSystems,PartI,Vol.2No.4,1999,87-100.图像分析与检索A.Bosch,X.Muoz,andR.Marti,“Areview:Whichisthebestwaytoorganize/classifyimagesbycontent?”ImageandVisionComputing,vol.25,no.6,pp.778-791,Jun.2007.R.Datta,D.Joshi,J.Li,andJ.Z.Wang,“Imageretrieval:Ideas,influences,andtrendsofthenewage,”ACMComputingSurveys,2008,toappear.视频分析与检索SUNDARAM,H.ANDCHANG,S.-F.2003.VideoAnalysisandSummarizationatStructuralandSemanticLevels.BookChapter,MultimediaInformationRetrievalandManagement:TechnologicalFundamentalsandApplications,D.Feng,W.C.SiuandH.J.Zhang,eds.Springer-Verlag,Mar.2003.ZiyouXiong;XiangSeanZhou;QiTian;YongRui;HuangmTS;Semanticretrievalofvideo-reviewofresearchonvideoretrievalinmeetings,moviesandbroadcastnews,andsports,IEEESignalProcessingMagazine,Vol23,

no.2,

March2006,18–27..设计内容2的推荐阅读论文(4)数字版权管理（3）AlapanArnab,DigitalRightsManagement—Acurrentreview,http://people.cs.uct.ac.za/~aarnab/masters/sota.pdf.HartungF.andRammeF.,DigitalRightsManagementandWatermarkingofMultimediaContentforM-CommerceApplications,IEEECommunicationsMagazine,2000-11,78~84.LIN,E.T.,ESKICIOGLU,A.M.,LAGENDIJK,R.L.ANDDELP,E.J.2005.AdvancesinDigitalVideoContentProtection.ProceedingsoftheIEEE93(1),Jan2005,171-183.TheDigitalMediaProject:InteroperableDigitalRightsManagementPlatform,20July2007..设计内容2的推荐阅读论文(5)网络流媒体（6）流媒体一般问题DapengWu,YiweiThomasHou,WenwuZhu,Ya-QinZhang,andJonM.Peha,StreamingVideoovertheInternet:ApproachesandDirections,IEEETrans.onCircuitsandSystemsforVideoTechnology,VOL.11,NO.3,MARCH2001.DapengWu,YiweiThomasHou,Ya-QinZhang,TransportingReal-TimeVideoovertheInternet:ChallengesandApproaches,ProceedingsoftheIEEE,VOL.88,NO.12,DEC2000.GregoryJ.Conklin,GaryS.Greenbaum,KarlO.Lillevold,AlanF.Lippman,andYuriyA.Reznik,VideoCodingforStreamingMediaDeliveryontheInternet,IEEETrans.onCircuitsandSystemsforVideoTechnology,VOL.11,NO.3,MARCH2001.P2P传输JiangchuanLiu,SanjayG.Rao,BoLi,andHuiZhang,OpportunitiesandChallengesofPeer-to-PeerInternetVideoBroadcast,ProceedingsoftheIEEE,Vol.96,No.1,Jan2008.DapengWu,YiweiThomasHou,WenwuZhu,Hung-JuLee,TihaoChiang,Ya-QinZhang,andH.JonathanChao,OnEnd-to-EndArchitectureforTransportingMPEG-4VideoOvertheInternet,IEEETrans.onCircuitsandSystemsforVideoTechnology,VOL.10,NO.6,SEP2000.无线视频传输B.Girod,N.Farber.WirelessVideo.Chapter12inCompressedVideooverNetworks,1999..设计内容2的推荐阅读论文(6)三维电视（4）CHRISTOPHFEHN,RENÉDELABARRÉ,ANDSIEGMUNDPASTOOR.“Interactive3-DTV—ConceptsandKeyTechnologies”,PROCEEDINGSOFTHEIEEE,VOL.94,NO.3,MARCH2006.Alatan,A.A.,Yemez,Y.,Gudukbay,U.,Zabulis,X.,Muller,K.,Erdem,C.E.,Weigel,C.,Smolic,A.“SceneRepresentationTechnologiesfor3DTV