研究成果
范建平教授长期从事海量多媒体信息分析、处理与检索领域的研究,在图像处理、视频编码和图像/视频检索等方面开展了大量前瞻性的研究工作,发表高质量学术论文136篇,国际会议上发表论文80多篇,其中SCI收录68篇,EI收录123篇,多数发表在顶尖国际期刊(IEEE Trans.、ACM Trans.等)和顶级国际会议(如IEEE CVPR、ICML, ICCV,ACM Multimedia, ACM SIGIR等)上。范教授学术研究积极活跃,研究成果获得广泛关注,被图像处理领域的学术论文和教材引用,获得了包括美国自然科学基金等多项研究基金的资助,还与众多大公司如Intel、IBM和HP进行合作研究。同时,范建平教授还担任多个国际著名期刊的编辑、审稿人和重要学会的常务理事和评委,以及国际学术会议主席和程序委员会的委员等。
中文论文
基于二维熵阈值的图像分割及其快速算法(被引用13次)[期刊论文]《模式识别与人工智能》ISTICEIPKU-2000年1期.华长发,范建平,高传善,吴立德
基于主轴分析和团块特征提取的ISAR目标检测方法.[期刊论文] .《西北工业大学学报》ISTICEIPKU-2010年5期.杨雨奇,高晓光,冯晓毅,范建平
外文论文
·J.Fan,DavidK.Y.Yau,AhmedK.Elmagarmid,WalidG.Aref,``Automaticimagesegmentationbyintegratingcoloredgedetectionandseededregiongrowing",IEEETrans.onImageProcessing,vol.10,no.10,Oct.,pp.1454-1466,2001.SourceCode
·Z.Li,J.Fan,``StochasticContourApproachforAutomaticImageSegmentation",JournalofElectronicImaging,vol.18,no.04,2009.
·Z.Li,H.Luo,J.Fan,``IncorporatingCameraMetadataforAttendedRegionDetectionandConsumerPhotoClassification",ACMMultimedia(MM'09),Beijing,2009.AlongversionisalsopublishedonMultimediaToolsandApplications,2010.journalversion
·J.Fan,H.Luo,A.K.Elmagarmid,``Concept-OrientedIndexingofVideoDatabasetowardsMoreEffectiveRetrievalandBrowsing",IEEETrans.onImageProcessing,vol.13,no.7,pp.974-992,2004.
Video
·J.Fan,X.Zhu,A.K.Elmagarmid,W.G.Aref,L.Wu,``ClassView:HierarchicalVideoShotClassification,Indexing,andAccessing",IEEETrans.onMultimedia,vol.6,no.1,pp.70-86,2004.
·E.Bertino,J.Fan,E.Ferrari,M.-S.Hacid,A.K.Elmagarmid,XingquanZhu,``AHierarchicalAccessControlModelforVideoDatabaseSystems",ACMTrans.onInformationSystems,vol.21,no.2,pp.155-191,2003.
·J.Fan,Y.Shen,C.Yang,N.Zhou,``HarvestingLarge-ScaleWeakly-TaggedImageDatabasesfromtheWeb",IEEEConf.onComputerVisionandPatternRecognition(CVPR'10),2010.
·Y.Shen,J.Fan,``LeveragingLoosely-TaggedImagesandInter-ObjectCorrelationsforTagRecommendation",ACMMultimedia,2010.
·H.Luo,J.Fan,Y.Zhou,``Multimedianewsexplorationandretrievalbyintegratingkeywords,relationsandvisualfeatures",MultimediaToolsandApplications,vol.51,pp.625�648,2011.
·J.Fan,H.Luo,Y.Shen,C.Yang,``IntegratingVisualandSemanticContextsforTopicNetworkGenerationandWordSenseDisambiguation",ACMConf.onImageandVideoRetrieval(CIVR'09),2009.
·Y.Gao,J.Peng,H.Luo,D.Keim,J.Fan,``AnInteractiveApproachforFilteringoutJunkImagesfromKeyword-BasedGoogleSearchResults",IEEETrans.onCircuitsandSystemsforVideoTechnology,vol.19,no.10,2009.SomepreliminaryresultsarealsopresentedatMMM'08.OnlinedemoisavailableatJunkImagesfilteringdemo
·J.Fan,D.A.Keim,Y.Gao,H.Luo,Z.Li,``JustClick:PersonalizedImageRecommendationviaExploratorySearchfromLarge-ScaleFlickrImages",IEEETrans.onCircuitsandSystemsforVideoTechnology,vol.19,no.2,pp.273-288,2009.
Video
·H.Luo,J.Fan,S.Satoh,J.Yang,W.Ribarsky,``IntegratingMulti-ModalContentAnalysisandHyperbolicVisualizationforLarge-ScaleNewsVideosRetrievalandExploration",SignalProcessing:ImageCommunication,specialissueonSemanticAnalysisforInteractiveMultimediaServices,vol.23,no.8,pp.538-553,2008.SomepreliminaryresultsarealsopresentedatIEEEVAST'07andIEEEVAST'06.
Video.
·J.Fan,Y.Shen,C.Yang,N.Zhou,``StructuredMax-MarginLearningforInter-RelatedClassifierTrainingandMulti-LabelImageAnnotation",IEEETrans.onImageProcessing,2011.
·J.Fan,Y.Gao,H.Luo,``IntegratingConceptOntologyandMulti-TaskLearningtoAchieveMoreEffectiveClassifierTrainingforMulti-LevelImageAnnotation",IEEETrans.onImageProcessing,vol.17,no.3,pp.407-426,2008.
·J.Fan,Y.Gao,H.Luo,R.Jain,``MiningMulti-LevelImageSemanticsviaHierarchicalClassification",IEEETrans.onMultimedia,specialissueonMultimediaDataMining,vol.10,no.1,pp.167-187,2008.SomepreliminaryresultsarealsopresentedatMIR'06,
Video
·J.Fan,Y.Gao,H.Luo,``Hierarchicalclassificationforautomaticimageannotation",ACMSIGIR,Amsterdam,pp.111-118,2007.PresentationSlides
·B.Li,M.Chi,J.Fan,X.Xue,``SupportClusterMachine",InternationalConferenceonMachineLearning(ICML'07),June20-24,2007,Oregon,USA.
·J.Fan,H.Luo,Y.Gao,R.Jain,``IncorporatingConceptOntologyforHierarchicalVideoClassification,AnnotationandVisualization",IEEETrans.onMultimedia,specialissueonSemanticImageandVideoIndexinginBroadDomains,vol.9,no.5,pp.939-957,2007.SomepreliminaryresultsarealsopresentedatACMMultimedia'06.
·Y.Gao,J.Fan,H.Luo,X.Xue,R.Jain,``AutomaticImageAnnotationbyIncorporatingFeatureHierarchyandBoostingtoScaleupSVMClassifiers",ACMMultimedia,SantaBarbara,CA,2006.PresentationSlides,
Video
·J.Fan,Y.Gao,H.Luo,``Multi-levelannotationofnaturalscenesusingdominantimagecomponentsandsemanticimageconcepts",ACMMultimedia,NewYork,Oct.10-15,2004(BestPaperRunner-ups),PresentationSlides,
Video.Anextendedjournalversionforthiswork:J.Fan,Y.Gao,H.Luo,G.Xu,``Statisticalmodelingandconceptualizationofnaturalimages",PatternRecognition,vol.38,no.6,pp.865-885,2005.