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个人简介

尚媛园,教授,博士生导师,首都师范大学研究生院副院长。北京市长城学者、教育部霍英东青年教师奖获得者、北京市优秀青年知识分子(北京市人民政府授予),入选北京市科技新星、北京市青年拔尖创新人才和首都师范大学第一批青年燕京学者。主持国家自然基金、北京市自然基金、863子课题、北京市科技新星、北京市教委重点项目等11项,获北京市科技进步二等奖、北京市科技进步三等奖、北京市教学成果二等奖各1项。在国际重要SCI期刊TPAMI、TIFS、TAC、IVC、PR、Neurocomputing以及顶级学术会议等发表论文100余篇。 研究兴趣 图像处理、计算机视觉、嵌入式系统等。 主持的部分科研项目 (1)国家自然科学基金项目,“基于多模态深度特征学习的抑郁症识别方法研究”,项目执行时间:2019-2022,负责人。 (2)国家自然科学基金项目,“最新sCMOS成像技术及其在太阳观测中的适用性研究”,项目执行时间:2012-2014,负责人。 (3)北京市长城学者计划项目,“基于人脸图像的抑郁症识别研究”,项目执行时间:2017-2020,负责人。 (4)国家自然科学基金项目,“几种新型固体成像器件天文适用性的研究”,项目执行时间:2007-2009,负责人。 (5)北京市自然基金项目,“基于无控制条件下人脸图像的血缘关系识别研究”,2014-2016,负责人。 (6)北京市科委科技新星计划项目,“高性能成像系统的设计与研究”,项目执行时间:2009-2011,负责人。 (7)北京市教委重点项目“人脸图像血缘关系识别研究及其在失散人员寻找中的应用”,2015-2017,负责人。 (8)基于人脸图像的手机移动平台软件应用开发,诺基亚研究院项目,2009-2011,负责人。 (9)基于计算机视觉的纱线和布料缺陷检测研究,机械研究院项目,2017-2018,主要负责人。 (10)总装备部武器装备探索研究项目,“新型空间相机方案和关键技术研究-图像探测与处理关键技术”子课题,项目执行时间:2005-2007,负责人。 (11)国防科工委项目,“空间太阳望远镜关键技术攻关项目”子课题高速CCD相机,项目执行时间:2005-2007,负责人。

研究领域

主要研究领域为图像处理、计算机视觉、嵌入式系统等。

近期论文

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(1)YuanyuanShang,GeLi,XiuzhuangZhou,andetc.SkyDetectionbyEffectiveContextInference,Neurocomputing,2016,208:238-248.(SCI) (2)JiwenLu,XiuzhuangZhou,Yap-PengTan,YuanyuanShang,JieZhou.Neighborhoodrepulsedmetriclearningforkinshipverification.IEEETransactionsonPatternAnalysisandMachineIntelligence(TPAMI).2013.(SCI) (3)JiwenLu,XiuzhuangZhou,Yap-PengTan,YuanyuanShang,JieZhou.Cost-sensitivesemi-superviseddiscriminantanalysisforfacerecognition.IEEETransactionsonInformationForensicsandSecurity.vol.7,no.3,pp.944-953,2012.(SCI) (4)XiuzhuangZhou,YuanyuanShang,andetc.Ensemblesimilaritylearningforkinshipverificationfromfacialimagesinthewild.InformationFusion,2016,32:40-48.(SCI) (5)ZhuhongShao,YuanyuanShang,XiaoyanFu,HuazhongShu,HuimeiYuan.Double-imagecryptosystemusingchaoticmapandmixtureamplitude-phaseretrievalingyratordomain,MultimediaToolsandApplications,2017,doi:10.1007/s11042-016-4279-0(SCI) (6)ZhuhongShao,YuanyuanShang,YuZhang,XilinLiu,GuodongGuo,RobustwatermarkingusingorthogonalFourier-Mellinmomentsandchaoticmapfordoubleimages,SignalProcessing,2016,120:522-531.(SCI) (7)XiuzhuangZhou,QirunHuo,YuanyuanShang,MinXu,andHuiDing.Learningspatiallyregularizedsimilarityforrobustvisualtracking.ImageandVisionComputing,2017,60:134-141.(SCI) (8)TieLiu,HaibinDuan,YuanyuanShang,ZejianYuan,NanningZheng.Automaticsalientobjectsequencerebuildingforvideosegmentanalysis.ScienceChinaInformationSciences,2018,61(1):012205(SCI) (9)XiuzhuangZhou,LinMa,MinXu,YuanyuanShang.HybridGenerative-DiscriminativeLearningforOnlineTrackingofSpermCell,Neurocomputing,2016,208:218-224.(SCI) (10)XiuzhuangZhou,KaiJin,QianChen,MinXu,YuanyuanShang.Multiplefacetrackingandrecognitionwithidentity-speci?clocalizedmetriclearning.PatternRecognition.2017(SCI) (11)MinXu,YuanyuanShang,KinshipMeasurementonFaceImagesbyStructuredSimilarityFusion,IEEEAccess,2016,4:10280-10287.(SCI) (12)MinXu,XiuzhuangZhou,QirunHuo,andHuiLiu,EfficientStochasticApproximationMonteCarloSamplingforHeterogeneousRedundancyAllocationProblem,IEEEAccess,2016,4:7383-7390.(SCI) (13)XiuzhuangZhou,HaibinYan,andYuanyuanShang.Kinshipverificationfromfacialimagesbyscalablesimilaritylearning.Neurocomputing,2016,197:136-142.(SCI) (14)ZhongLuan,YuanyuanShang,XiuzhuangZhou,ZhuhongShao,GuodongGuo,XiaomingLiu.Fastsingleimagedehazingbasedonaregressionmodel.Neurocomputing,2017,245:10–22.(SCI) (15)YuZhu,YuanyuanShang,andetc.AutomatedDepressionDiagnosisbasedonDeepNetworkstoEncodeFacialAppearanceandDynamics.IEEETransactionsonAffectiveComputing,2017.DOI:10.1109/TAFFC.2017.2650899.(SCI) (16)XiuzhuangZhou,KaiJin,YuanyuanShang,GuodongGuo.VisuallyInterpretableRepresentationLearningforDepressionRecognitionfromFacialImages.IEEETransactionsonAffectiveComputing,2018.(SCI) (17)ZhuhongShao,YuanyuanShang,RuiZeng,HuazhongShu,GouenouCoatrieux,Robustwatermarkingschemeforcolorimagebasedonquaternion-typemomentinvariantsandvisualcryptography,SignalProcessing-ImageCommunication,2016,48:12-21.(SCI) (18)XuMin,YuanyuanShang,andetc.KinshipVerificationUsingFacialImagesbyRobustSimilarityLearning,MathematicalProblemsinEngineering,2016,2016:1-8,DOI:10.1155/2016/4072323).(SCI) (19)YuanyuanShang,YongGuan,andetc.Designandevaluationofahigh-performanceCCDcameraforastronomicalimaging.IOPJournal:MeasurementScienceandTechnology(UK).2009.Vol20(No.10).104002.(SCI) (20)YuanyuanShang,YongGuan,andetc.Ahighdynamicrangecomplementarymetaloxidesemiconductorcamerausingmulti-sloperesponseandanimagereconstructionalgorithm.IOPJournal:MeasurementScienceandTechnology(UK).2009.Vol20(No.10).104005.(SCI) (21)HaibinYan,JinwenLu,XiuzhuangZhou,YuanyuanShang,"Multi-featuremulti-manifoldlearningforsingle-samplefacerecognition,"Neurocomputing,2014 (22)LuKou,XiuzhuangZhou,MinXu,andYuanyuanShang.LearningaGeneticMeasureforKinshipVerificationUsingFacialImages,MathematicalProblemsinEngineering,volume2015,ArticleID472473,2015.(SCI) (23)ChunyuZhang,HuiDing,YuanyuanShang,ZhuhongShao.GenderClassificationBasedonMulti-ScaleFacialFusionFeature,MathematicalProblemsinEngineering,2018 (24)FuXiaoyan,ShangYuanyuan,andetc.AnImprovedDiagonalIMMAlgorithmforManeuveringTargetTrackingBasedonH_/inftyFilter,,IETControlTheoryandApplications,2015(SCI) (25)XiuzhuangZhou,YuanyuanShang,andetc,PolygonalApproximationofDigitalPlanarCurvesviaHybridMonteCarloOptimization.IEEESignalProcessingLetters.2013,20(2):125-128.(SCI) (26)XiuzhuangZhou,JiwenLu,YuanyuanShang,andetc,Gabor-basedgradientorientationpyramidforkinshipverificationunderuncontrolledenvironments,Source:MM'12-Proceedingsofthe2012ACMInternationalConferenceonMultimedia,ACMMultimedia.2012,1061-1064(A类顶级会议) (27)XiuzhuangZhou,JunlinHu,JiwenLu,YuanyuanShang,andetc.Kinshipverificationfromfacialimagesunderuncontrolledcondition.ACMMultimedia(ACMMM),pp.953-956,2011.(A类顶级会议) (28)JiwenLu,JunlinHu,XiuzhuangZhou,YuanyuanShang,Yap-PengTan,GangWang.Neighborhoodrepulsedmetriclearningforkinshipverification.IEEEConferenceonComputerVisionandPatternRecognition(CVPR),pp.2594-2601,2012.(A类顶级会议) (29)JiwenLu,JunlinHu,XiuzhuangZhou,YuanyuanShang.Activity-basedpersonidentificationusingsparsecodinganddiscriminativemetriclearning.ACMMultimedia(ACMMM),pp.1061-1064,2012.(A类顶级会议) (30)XiuzhuangZhou,LuKou,HuiDing,XiaoyanFu,andYuanyuanShang.Similaritylearningfortemplate-basedvisualtracking,IEEEConferenceonMultimediaandExpo(ICME),2014.(国际顶级会议) (31)JiwenLu,JunlinHu,XiuzhuangZhou,JieZhou,ModestoCastrillón-Santana,JavierLorenzo-Navarro,LuKou,YuanyuanShang,AndreaBottino,TiagoVieira.KinshipVerificationintheWild:Thefirstkinshipverificationcompetition,InternationalJointConferenceonBiometrics(IJCB),2014.(国际顶级会议) (32)栾中,尚媛园等.基于SLIC和SVR的单幅图像去雾算法.东南大学学报,2018 (33)TanZhao,HuiDing,YuanyuanShang,XiuzhuangZhou.Low-lightImageEnhancementBasedonConstrainedNormEstimation.ChineseConferenceonComputerVision2017,Tianjin,China.(CCCV2017) (34)YunfeiWang,HuiDing,YuanyuanShang,ZhuhongShao,XiaoyanFu.AnImprovedAnchoredNeighborhoodRegressionEnhancementforFaceRecognition,JournalofshanghaiJiaotongUniversity(Science),2017(EI) (35)KangYajun,JiangXiao,YinYe,ShangYuanyuan,ZhouXiuzhuang.DeepTransformationLearningforDepressionDiagnosisfromFacialImages.In:2017ChineseConferenceonBiometricRecognition,2017.10.27,ShenZhen(EI) (36)XiaoyanFu,YuanyuanShang,AReduced-ComplexityInteractingMultipleModelAlgorithmforLocationTrackinginHeterogeneousObservation.JournalofRobotics,NetworkingandArtificialLife,Vol.2,No.3(December2015),173-176(EI) (37)YinmengHu,YuanyuanShang,XiaoyanFu.Alowilluminationvideoenhancementalgorithmbasedontheatmosphericphysicalmodel.Internationalconferenceonimageandsignalprocessing,2016 (38)XiaoyuSun,XiaoyanFu,ZhuhongShao,YuanyuanShang,HuiDing.LocalZernikeMomentandMultiscalePatch-BasedLPQforFaceRecognition.Proceedingsof2016ChineseIntelligentSystemsConference,405:19-27(EI) (39)胡茵萌,尚媛园,付小雁,丁辉.大气模型与亮度传播图相结合的低照度视频增强算法[J].中国图象图形学报,2016,21(8):1010-1019. (40)朱庆辉,尚媛园,邵珠宏,尹晔.局部特征及视觉一致性的柱面全景拼接算法.中国图象图形学报,2016,21(11):1523-1529. (41)卢从利,尚媛园等.反正切色调分化模型的铅笔画绘制.中国图象图形学报,2015,20(9):1253-1261. (42)曾浩,尚媛园等.基于暗原色先验的图像快速去雾.中国图象图形学报,2015,20(7):0914-0921 (43)刘梦飞,付小雁,尚媛园,丁辉.基于HSV颜色特征和贡献度重构的行人跟踪.激光与光电子学进展.2017(54,091004) (44)牛爽,尚媛园,丁辉,栾中.基于亮度传播图的低照度图像增强算法,计算机应用与软件,2016.6 (45)方群,尚媛园,郭国栋,邵珠宏.基于点云模型的人体尺寸提取算法.光学技术.2017Vol.43No.6 (46)尚媛园等.CharacteristicsevaluationoftheHigh-speedCMOSImagingSensor,InternationalJournalofSignalandImagingSystemsEngineering(EI源刊) (47)马森,尚媛园等.DesignofpanoramicmosaiccamerabasedonFPGAusingoptimalmosaicalgorithm,JournalofComputers(EI:20113014188456) (48)尚媛园,关永等.ThedesignofEUVCCDcamera.ProceedingofHighEnergy,Optical,andInfraredDetectorsforAstronomy.2008.Vol70211O(EI:20092512134001) (49)尚媛园,杨新华,徐达维,牛惠卓等.IPCoreDesignforImageSensorDriverbasedonAvalonBus.The5thIEEEConferenceonIndustrialElectronicsandApplications.2010.Taiwan(EI) (50)尚媛园,关永,赵晓旭等.DesignandCharacteristicsMeasurementofaHigh-speedCMOSImagingSystem,theproceedingof2009IEEEimagingsystemandtechnique.2009.5.p:127-131(EI:20094212373622) (51)尚媛园,徐达维等.一种基于自定义以太网帧的高速数据传输协议及在成像系统中的应用,2011计算机应用研究 (52)尚媛园,杨新华等.基于SOPC技术的高速图像采集控制系统的设计与研究,2011传感器学报 (53)尚媛园,张伟功,关永等.ResearchonaMethodtoExtendDynamicRangeofCMOSAPS.ProceedingofIEEEWorkshoponImagingSystemandTechnique.2008:212-216(EI:20090111830787) (54)尚媛园,牛惠卓,张伟功,杨新华等,DesignandImplementationoftheJPEG-LSImageCompressionAlgorithm,The2thInternationalConferenceonCommunicationSystems,NetworksandApplications.(EI) (55)尚媛园,关永,马森等.TheDesignof2K×2KHighPerformanceCCDCameraforAstronomicalImaging.Proceedingof2008IEEEWorkshoponImagingSystemandTechnique:127-132(EI:20090111822149) (56)尚媛园,马森等.基于SOPC的视场拼接系统设计与实现.无线电工程,2010.7 (57)马森,尚媛园等.DesignofPanoramicMosaicCameraBasedonFPGA.ProceedingofInternationalConferenceonInformationEngineeringandComputerScience(EI) (58)马森,尚媛园等.DesignofTeleconferenceCameraBasedonSOPC.ProceedingofPACIIA2009,VolumeI,480-483(EI) (59)马森,尚媛园等.ResearchonEmbeddedSurveillancePlatforminSevereEnvironment.ProceedingofIEEE5thInternationalSymposiumonEmbeddedComputing.P47-51(EI:20090211848189) (60)侯雪峰,尚媛园等.Researchonthereal-timeimageedgedetectionalgorithmbasedonFPGA,CSIE2011(EI:20112914164452) (61)韩宝媛,尚媛园等.ModelingandSimulationofCMOSImagingSensorbasedonSimulink,CISP-BMEI2011(EI检索) (62)杨新华,尚媛园等.Thedesignofhigh-speedCMOSimagingsystembasedonSOPCtechnology,2010InternationalSymposiumonQuantum,NanoandMicroTechnologies(EI:20110213567071) (63)胡峻铭、尚媛园等,实时车牌定位模块IPCore的研究与设计,光学技术,2013.9 (64)王晨、尚媛园等,基于SSIM车牌识别算法研究,光学技术,2013年第39卷第6期 (65)王少伟,尚媛园等,一种改进的RGBHough车牌校正定位算法,光学技术2014年第40卷第1期 (66)孟悦,尚媛园等,DesignofReal-timeHazeImageRestorationSystemBasedonFPGAPlatform,InformationTechnologyJournal,2013.12(EI源刊,20142417805843)

学术兼职

现任北京市人工智能学会副理事长、中国计算机学会视觉专委会委员、中国电子学会嵌入式专委会委员,担任多个SCI期刊TCSVT/PR/Neurocomputing等审稿人。

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