个人简介
个人简介:2004获得山东大学学士学位并被评为山东省优秀毕业生,2007年获得山东大学硕士学士,2009年获得巴塞罗那自治大学硕士学位,2013年获得巴塞罗那自治大学计算机视觉中心博士学位并被评为优秀博士毕业生(CumLaude),2014年在牛津布鲁克斯大学进行了博士后研究工作。
项目
1.负责青岛市科技计划项目“利用深度卷积神经网络进行人体姿态估计”
2.负责山东省自然科学基金项目“利用深度学习从深度图像进行人体姿态估计”
3.负责CCF-腾讯犀牛鸟创意基金“从深度图像进行人体体型重构”
4.参与英国工程与自然科学研究理事会(EPSRC)的“利用张量对步态和行为识别的动力学系统建模”项目
5.参与参加欧盟的“模式识别和计算机视觉中的多模型交互”(ConsoliderIngenio2010)项目
学术访问
2017年9月中科院先进技术研究院
2012年8月-2012年12月中科院自动化研究所
2012年4月-2012年6月丹麦奥尔堡大学
2011年3月-2011年6月德国Fraunhofer-IOSB研究所
近期论文
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一、期刊论文
1.WenjuanGong,FabioCuzzolin:ABelief-TheoreticalApproachtoExample-BasedPoseEstimation.IEEETrans.Fuzzy
Systems26(2):598-611(2018).
2.WeishanZhang,PengchengDuan,LaurenceT.Yang,FengXia,ZhongweiLi,QinghuaLu,WenjuanGong,SuYang:
Resourcerequestspredictioninthecloudcomputingenvironmentwithadeepbeliefnetwork.Softw.,Pract.Exper.47(3):
473-488(2017).
3.WenjuanGong,XuenaZhang,JordiGonzàlez,AndrewsSobral,ThierryBouwmans,ChangheTu,El-hadiZahzah:Human
PoseEstimationfromMonocularImages:AComprehensiveSurvey.Sensors16(12):1966(2016).
4.WeishanZhang,PengchengDuan,WenjuanGong,QinghuaLu,SuYang:ALoad-AwarePluggableCloudFrameworkfor
Real-TimeVideoProcessing.IEEETrans.IndustrialInformatics12(6):2166-2176(2016).
5.WeishanZhang,PengchengDuan,ZhongweiLi,QinghuaLu,WenjuanGong,SuYang:ADeepAwarenessFrameworkfor
PervasiveVideoCloud.IEEEAccess3:2227-2237(2015).
6.WenjuanGong,WeishanZhang,JordiGonzàlez,YanRen,ZhenLi:EnhancedAsymmetricBilinearModelforFace
Recognition.IJDSN11:218514:1-218514:6(2015).
7.WeishanZhang,ShouchaoTan,QinghuaLu,XinLiu,WenjuanGong:AGenetic-Algorithm-BasedApproachforTask
MigrationinPervasiveClouds.IJDSN11:463230:1-463230:9(2015).
8.WeishanZhang,LiangXu,PengchengDuan,WenjuanGong,QinghuaLu,SuYang:Avideocloudplatformcombingonline
andofflinecloudcomputingtechnologies.PersonalandUbiquitousComputing19(7):1099-1110(2015).
9.WenjuanGong,JordiGonzàlez,FrancescXavierRoca:Humanactionrecognitionbasedonestimatedweakposes.EURASIP
J.Adv.Sig.Proc.2012.
二、会议论文
1.WeishanZhang,DehaiZhao,LiangXu,ZhongweiLi,WenjuanGong,JiehanZhou:Distributedembeddeddeeplearning
basedreal-timevideoprocessing.SMC2016:1945-1950.
2.WeishanZhang,DehaiZhao,WenjuanGong,ZhongweiLi,QinghuaLu,SuYang:FoodImageRecognitionwith
ConvolutionalNeuralNetworks.UIC/ATC/ScalCom2015:690-693
3.WeishanZhang,LichengChen,WenjuanGong,ZhongweiLi,QinghuaLu,SuYang:AnIntegratedApproachforVehicle
DetectionandTypeRecognition.UIC/ATC/ScalCom2015:798-801.
4.WenjuanGong,ZhichaoWang,WeishanZhang:CreatingPersonal3DAvatarfromaSingleDepthSensor.
UIC/ATC/ScalCom2015:1193-1198.
5.WeishanZhang,LiangXu,PengchengDuan,WenjuanGong,XinLiu,QinghuaLu:TowardsaHighSpeedVideoCloud
BasedonBatchProcessingIntegratedwithFastProcessing.IIKI2014:28-33.
6.W.Gong,P.Fihl,J.Gonzalez,T.B.Moueslund,W.Zhang,Z.Li,andY.Ren.RobustnessofInputFeaturesfromNoisy
SilhouettesinHumanPoseEstimation,InIIKI2014.
7.WenjuanGong,MichaelSapienza,andFabioCuzzolin:FisherTensorDecompositionforUnconstrainedGaitRecognition.
ECML-PKDD2013,TMLWorkshop.
8.FabioCuzzolinandWenjuanGong:BeliefModelingRegressionforposeestimation.16thInternationalConferenceon
InformationFusion,2013.
9.WenjuanGong,JordiGonzàlez,JoãoManuelR.S.Tavares,F.XavierRoca:ANewImageDatasetonHumanInteractions.
AMDO2012.
10.AdelaBarbulescu,WenjuanGong,JordiGonzàlez,ThomasB.Moeslund,F.XavierRoca:3Dhumanposeestimationusing
2Dbodypartdetectors.ICPR2012.
11.N.Shapovalova,W.Gong,M.Pedersoli,F.X.Roca,J.Gonzàlez:OnImportanceofInteractionsandContextinHuman
ActionRecognition.IbPRIA2011.
12.JürgenBrauer,WenjuanGong,JordiGonzàlez,MichaelArens:Ontheeffectoftemporalinformationonmonocular3d
humanposeestimation.ICCVWorkshops2011.
13.WenjuanGong,JürgenBrauer,MichaelArens,JordiGonzàlez:Modelingvs.learningapproachesformonocular3Dhuman
poseestimation.ICCVWorkshops2011.
14.WenjuanGong,AndrewD.Bagdanov,F.XavierRoca,JordiGonzàlez:AutomaticKeyPoseSelectionfor3DHumanAction
Recognition.AMDO2010.
15.WenjuanGong,ChangheTu:ContinuousCollisionDetectionbetweenTwo2DCurved-EdgePolygonsunderRationalMotions.GMP2008.