您好,欢迎访问三七文档
当前位置:首页 > 商业/管理/HR > 管理学资料 > 手势识别研究综述-冯志全
274201310JOURNALOFUNIVERSITYOFJINANSci.&Tech.Vol.27No.4Oct.20131671-3559201304-0336-06冯志全,蒋彦250022、“”、“”、“”“”42。TP391.9AASurveyofHandGestureRecognitionFENGZhiquanJIANGYanSchoolofInformationTechnologyandEngineeringUniversityofJinanJinan250022ChinaAbstractThispaperreviewedtheclassificationofhand-gesturerecognitionsystemonhuman-computerinteractivemethoddis-cussedthecommonlyusedalgorithmsandestimatedthecurrentsituation.Handgesturerecognitionisachallenginginterdisciplinaryre-searchproject.Atpresentithasfourmethodologicallimitationsinsingle-colorskin-colorsegmentationwristdefinitionandmanualini-tializationfurthermoreitcannotbeappliedtoreal-timerecognitionsystem.Keywordshuman-computerinteractioncomputervisionhandgesturerecognition。973“”“”“”1。“”Human-ComputerInteractionHCIVision-BasedInterfaceVBI。“”。3D。、、1-5。、。。。“”、。2013-03-112013-04-221051611730791964-。http//.cnki.net/kcms/detail/37.1378.N.20130422.1051.002.html、、。“”。、“”。11。。12。1.1DataGlove。。3D。。、。。1.2。。。、、。。。。3D。。。25。a3Db3Dcde2522.1、、。2.2HiddenMarkovModelHMM。7334HMM。HMMHMM。2.32.3.1手势分割法JintaeLee5。27。2。3、。2.3.2几何特征法。Hausdorff。3ModelMatc-hingNeuralNetworkHMM。33.1“”。HMM。HMM6-1112-13。Jeong14HMMCouplingSwitc-hingLinearModel。2DHMM。ChunglinHuang15HMMHausdorffPCAViterbi16。RomerRosales17SpecializedMappingsAr-chitectureSMA“”18-20。SMA。SMA。Wachs2112FuzzyC-MeansClustering。Ghahra-maniKervrann22-23。HMM14。1991TAKA-HASHI4624。725。Starner26-274099.2%28。2918CyberGloverArtificialNeuralNetworkANNHMM90%92%。27498.2%30-31。32-40、。41、42-43、44、4546-47。248-5183327。。123D97%48。Stenger52、97%。153-55、33。3D48-49。56-57HMM。58HMM。59-60BP。61KinectDynamicTimeWarpingDTW。62SpeededUpRobustFeatureSURF。63Hermite。3.24。1。。。2。。。3。。“”。41。。4。1。。2。。3D2D。。。1.D.2006.93342.J.2000282118-121.3ALIEGEORGEBMIRCEANetal.Vision-basedhandposees-timationareviewJ.ComputerVisionandImageUnderstand-ing2007852-73.4.J.20069293-96.5LEEJTOSIYASULKUNII.Model-basedanalysisofhandpostureJ.IEEEComputerGraphicsandApplications199515677-86.6SCHLENZIGJHUNTEREJAINR.RecursiveidentificationofgestureinputsusinghiddenmarkovmodelsC.SarasotaProceed-ingsof1994IEEEWorkshoponApplicationsofComputerVision1994187-194.7YAMATOJOHYAJISHIIK.Recognizinghumanactionintime-sequentialimagesusinghiddenmarkovmodelC.YokosukaPro-ceedingsCVPR'921992IEEEComputerSocietyConferenceon1992379-385.8RABINERRL.AtutorialonhiddenmarkovmodelsandselectedapplicationsinspeechrecognitionJ.ProceedingoftheIEEE1989772257-286.9CHENYQRUIYHUANGTS.JPDAFbasedHMMforreal-timecontourtrackingC.UrbanaProceedingsofthe2001IEEECom-puterSocietyConferenceonComputerVisionandPatternRecogni-tionCVPR20012001543-550.10OKAKSATOYKOIKEH.Real-timefingertiptrackingandgesturerecognitionJ.ComputerGraphicsandApplicationIEEE200222664-71.11KURITATHAYAMIZUS.GesturerecognitionusingHLACfea-turesofPARCORimagesandHMMbasedrecognizerC.Tsuku-baProceedingsoftheThirdIEEEInternationalConferenceonAutomaticFaceandGestureRecognition1998422-427.12NAMYWOHNK.Recognitionofspace-timehand-gesturesusinghiddenmarkovmodelC.MarylandProceedingsofthe13thIn-ternationalConferenceonPatternRecognition1996103-115.13MONTEROJASUCARLE.FeatureselectionforvisualgesturerecognitionusinghiddenmarkovmodelsC.MexicoProceedingsoftheFifthMexicanInternationalConferenceinComputerSci-ence2004196-203.14JEONGMHKUNOYSHIMADANetal.Complexgesturerec-ognitionusingcoupledswitchinglinearmodelC.MelbourneThe5thAsianConferenceonComputerVisionACCV2002200223-25.15HUANGCLJENGSH.Amodel-basedhandgesturerecognitionsystemJ.MachineVisionandApplications2001125243-258.16LEEHKIMJH.AnHMM-basedthresholdmodelapproachforgesturerecognitionJ.PatternAnalysysandMachineIntelli-gence19992110961-973.17ROMERR.Specializedmappingsarchitecturewithapplicationstovision-basedestimationofarticulatedJ.InternationalJournalofComputerVision200666183-101.18JORDANMIJACOBSRA.HierarchicalmixturesofexpertsandtheEMalgorithmJ.NeuralComputation199462181-214.19HINTONGSALLANSBGHAHRAMANIZ.Ahierarchicalcom-munityofexpertsJ.MachineLearning1998372183-233.20ROSALESRSTANS.InferringbodyposewithouttrackingbodypartsC.BostonProceedingsIEEEConferenceonComputerVi-sionandPatternRecognitionCVPR20002000721-727.21WACHSJPSTEMHEDANY.Real-timehandgesturetelero-boticsystemusingthefuzzyC-meansclusteringalgorithmC.BeerShevaProceedingsofthe5thBiannualWorldAutomationCongress2002403-409.22GHAHRAMANIJORDANM.FactorialhiddenmarkovmodelsJ.MachineLearning1997292245-273.23KERVRANNCHEITZF.LearningstructureanddeformationmodesofnonrigidobjectsinlongimagesequencesC.ZurichInternationalWorkshoponAutomaticFaceandGesture-Recogni-tionIWAFGR95199526-28.24TAKAHASHITSHINOFK.Handgesturecodingbasedonex-perimentsusingahandgestureinterfacedevieeJ.SIGCHIBul-letin199123267-73.25TOOLEAOMISTLINAJCHITTYAJ.Aphysicalsystemap-proachtorecognitionmemoryforspatiallytransformedfacesJ.NeuralNetwork198813179-199.26STARNERTPENTLAND.AvisualrecognitionofamerieansignlanguageusinghiddenmarkovmodelsC.BostonMassachusettsInstituteofTechnologySchoolofArchitectureandPlanning1995265-270.27STARNERTPENTLAND.Areal-timeamerieansignlanguagerecognitionfromvideousinghiddenmarkovmodelsC.Cam-br
本文标题:手势识别研究综述-冯志全
链接地址:https://www.777doc.com/doc-4623004 .html