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个人简介

郭艳蓉,安徽省合肥市人。2013年6月于合肥工业大学获得博士学位,2013年8月至2016年9月在美国北卡大学教堂山分校图像显示增强与分析实验室(IDEALAB)从事博士后研究,2016年11月起于合肥工业大学计算机与信息学院从事教学与科研工作。主要研究方向为计算机视觉、医学图像分析、多媒体信息处理等,在IEEETransactionsonMedicalImaging、MedicalImageAnalysis、MedicalPhysics、MICCAI、ISBI等期刊与会议发表论文三十余篇。目前主持国家自然科学基金青年项目一项,安徽省自然科学基金青年项目一项,指导硕士研究生4名。在本科教学方面承担信号与系统专业基础课的教学任务。教学工作 “信号与系统”(电子信息工程专业) 办公地点:合肥市丹霞路485号合肥工业大学翡翠湖校区科教楼A904

研究领域

1、时空超图学习2、基于卷积神经网络的深度图像预测和语义分割

近期论文

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Journals: ●YanrongGuo,TaoChen.SemanticsegmentationofRGBDimagesbasedondeepdepthregression.PatternRecognitionLetters109:55-64,2018 ●ZhengwangWu,YanrongGuo,SangHyunPark,YaozongGao,PeiDong,Seong-WhanLee,DinggangShen.RobustbrainROIsegmentationbydeformationregressionanddeformableshapemodel.MedicalImageAnalysis43:198-213,2018 ●ShijieHao,YanrongGuo,ZhongliangWei.Lightness-awareContrastEnhancementforImageswithDifferentIlluminationConditions.MultimediaToolsandApplications,2018 ●XiaohuanCao,JianhuaYang,YaozongGao,YanrongGuo,GuorongWu,DinggangShen.Dual-coresteerednon-rigidregistrationformulti-modalimagesviabi-directionalimagesynthesis.MedicalImageAnalysis,41:18-31,2017 ●YanrongGuo,YaozongGao,DinggangShen.DeformableMRProstateSegmentationviaDeepFeatureLearningandSparsePatchMatching.IEEETransactionsonMedicalImaging,35(4):1077-1089,2016 ●YanrongGuo,YaozongGao,YeqinShao,TruePrice,AytekinOto,DinggangShen.DeformableSegmentationof3-DMRProstateImagesviaDistributedDiscriminativeDictionaryandEnsembleLearning.MedicalPhysics,vol.41,no.7,pp.072303,2014 ●YanrongGuo,GuorongWu,JianguoJiang,DinggangShen.RobustAnatomicalCorrespondenceDetectionbyHierarchicalSparseGraphMatching.IEEETransactionsonMedicalImaging,vol.32,no.2,pp.268-277,2013 ●ShunboHu,LifangWei,YaozongGao,YanrongGuo,GuorongWu,DinggangShen.Learning‐basedDeformableImageRegistrationforInfantMRImagesintheFirstYearofLife.MedicalPhysics.44(1):158-170,2017 ●ShijieHao,DaruPan,YanrongGuo,RichangHong,MengWang:Imagedetailenhancementwithspatiallyguidedfilters.SignalProcessing120:789-796(2016) ●ShijieHao,YanrongGuo,RichangHong,MengWang:Scale-AwareSpatiallyGuidedMapping.IEEEMultimedia23(3):34-42(2016) ●ShaoyiDu,YanrongGuo,GerardSanroma,DongNi,GuorongWu,DinggangShen:Buildingdynamicpopulationgraphforaccuratecorrespondencedetection.MedicalImageAnalysis26(1):256-267(2015) ●GerardSanroma,GuorongWu,YaozongGao,Kim-HanThung,YanrongGuo,DinggangShen:Atransversalapproachforpatch-basedlabelfusionviamatrixcompletion.MedicalImageAnalysis24(1):135-148(2015) ●YeqinShao,YaozongGao,YanrongGuo,YonghongShi,XinYang,DinggangShen:HierarchicalLungFieldSegmentationWithJointShapeandAppearanceSparseLearning.IEEETrans.Med.Imaging33(9):1761-1780(2014) ●ShijieHao,JianguoJiang,YanrongGuo,HongLi:Activelearningbasedintervertebraldiskclassificationcombiningshapeandtexturesimilarities.Neurocomputing101:252-257(2013) ●ShijieHao,JianguoJiang,YanrongGuo,ShuZhan:ε-Isometrybasedshapeapproximationforimagecontentrepresentation.SignalProcessing93(8):2293-2304(2013) ●郭艳蓉,蒋建国,郝世杰,詹曙.基于统计相似度的医学图像分割.中国图象图形学报,18(2):225-234,2013 ●郭艳蓉,蒋建国,郝世杰,詹曙,李鸿.基于LBP特征的随机游走图像分割.电路与系统学报.18(1):149-156,2013. ●蒋建国,郭艳蓉,郝世杰,詹曙,李鸿.贝叶斯框架下的非参数估计GraphCuts分割算法.中国图象图形学报,16(6):947-952,2011 ●蒋建国,周丹凤,郝世杰,郭艳蓉,詹曙.联合骨架与边界特征的平面形状分解.中国图象图形学报,17(11):1425-1430,2012 ●郝世杰,蒋建国,郭艳蓉,詹曙.弹性二次曲面模型下的三维形状表现与平滑.中国图象图形学报,17(8):1201-1208,2012 ●郝世杰,蒋建国,郭艳蓉,詹曙,李鸿.结合形状与纹理特征的椎间盘退化辅助诊断.中国图象图形学报,17(9):1168-1174,2012 Conferences ●YanrongGuo,PeiDong,GuorongWu,WeiliLin,DinggangShen.LongitudinalHypergraphLearning:AConsistentSegmentationMethodforMeasuringtheGrowthTrajectoryofInfantHippocampusfromBrainMRImages.InProceedingsofthe25thAnnualMeetingforInternationalSocietyforMagneticResonanceinMedicine,2017 ●YanrongGuo,PeiDong,ShijieHao,LiWang,GuorongWu,DinggangShen:AutomaticSegmentationofHippocampusforLongitudinalInfantBrainMRImageSequencebySpatial-TemporalHypergraphLearning.Patch-MI@MICCAI2016:1-8 ●YanrongGuo,GuorongWu,PewThianYap,ValerieJewells,WeiliLin,DinggangShen:SegmentationofInfantHippocampususingCommonFeatureRepresentationsLearnedforMultimodalLongitudinalData.InternationalConferenceonMedicalImageComputingandComputer-AssistedIntervention(MICCAI),pp.63-71,2015 ●YanrongGuo,GuorongWu,LeahA.Commander,StephanieSzary,ValerieJewells,WeiliLin,DinggangShen:SegmentingHippocampusfromInfantBrainsbySparsePatchMatchingwithDeep-LearnedFeatures.InternationalConferenceonMedicalImageComputingandComputer-AssistedIntervention(MICCAI),vol.2,pp.308-315,2014 ●YanrongGuo,YiqiangZhan,YaozongGao,JianguoJiang,DinggangShen.MRProstateSegmentationviaDistributedDdiscriminativeDictionary(DDD)Learning.InternationalSymposiumonBiomedicalImaging:FromNanotoMacro(ISBI),pp.856-859,2013 ●YanrongGuo,GuorongWu,YakangDai,JianguoJiang,DinggangShen.RobustAnatomicalCorrespondenceDetectionbyHierarchicalSparseGraphMatching.MICCAIWorkshoponMedicalComputerVision,pp.89-97,2012 ●YanrongGuo,JianguoJiang,ShijieHao,ShuZhan.Distribution-basedActiveContourModelforMedicalImageSegmentation.InternationalConferenceonImageandGraphics,pp.61-65,2011 ●PeiDong*,YanrongGuo*,DinggangShen,GuorongWu.Multi-atlasandMulti-modalHippocampusSegmentationforInfantMRBrainImagesbyPropagatingAnatomicalLabelsonHypergraph.Patch-MI@MICCAI2015:188-196 ●PeiDong,YanrongGuo,YueGao,PeipengLiang,YonghongShi,QianWang,DinggangShen,GuorongWu.SegmentDeepGrayMatterNucleusfromMRImages:AnAutomaticComputationalToolforEarlyDiagnosisofParkinson'sDisease.InProceedingsofthe25thAnnualMeetingforInternationalSocietyforMagneticResonanceinMedicine,2017 ●PeiDong,YangrongGuo,YueGao,PeipengLiang,YonghongShi,QianWang,DinggangShen,GuorongWu.Multi-AtlasBasedSegmentationofBrainstemNucleifromMRImagesbyDeepHyper-GraphLearning.Patch-MI@MICCAI2016:51-59 ●LiWang,YanrongGuo,XiaohuanCao,GuorongWu,DinggangShen:ConsistentMulti-AtlasHippocampusSegmentationforLongitudinalMRBrainImageswithTemporalSparseRepresentation.Patch-MI@MICCAI2016:34-42 ●ZhengwangWu,SangHyunPark,YanrongGuo,YaozongGao,DinggangShen:RegressionGuidedDeformableModelsforSegmentationofMultipleBrainROIs.MLMI@MICCAI2016:237-245 ●MinjeongKim,GuorongWu,YanrongGuo,DinggangShen.Jointlabelingofmultipleregionsofinterest(ROIS)byenhancedautocontextmodels.ISBI2015:1560-1563 ●YeqinShao,YanrongGuo,YaozongGao,XinYang,DinggangShen:HippocampusSegmentationfromMRInfantBrainImagesviaBoundaryRegression.MCV@MICCAI2015:146-154 ●GerardSanroma,GuorongWu,Kim-HanThung,YanrongGuo,DinggangShen.NovelMulti-AtlasSegmentationbyMatrixCompletion.MLMI2014:207-214 ●ShijieHao,JianguoJiang,YanrongGuo,ShuZhan.IntervertebralDiscShapeAnalysiswithGeodesicMetricinShapeSpace.InProceedingsof6thInternationalConferenceonImageandGraphics.Hefei,China,2011 BookChapters: ●YanrongGuo,YaozongGao,DinggangShen.DeformableMRProstateSegmentationviaDeepFeatureLearningandSparsePatchMatchingpp.197–222,2017,AcademicPress. ●YaozongGao,YanrongGuo,YinghuanShi,ShuLiao,JunLian,DinggangShen.Image-GuidedRadiotherapywithMachineLearning.MachineLearninginRadiationOncology,pp.157-192,2015,SpringerPress.

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