Robust Face Recognition via Sparse Representation(18)

WRIGHTET

AL.:

ROBUST

FACE

RECOGNITION

VIASPARSEREPRESENTATION227

[47]S.Kaski,“DimensionalityReductionbyRandomMapping,”Proc.

IEEEInt’lJointConf.NeuralNetworks,vol.1,pp.413-418,1998.[48]D.Achlioptas,“Database-FriendlyRandomProjections,”Proc.

ACMSymp.PrinciplesofDatabaseSystems,pp.274-281,2001.

[49]E.BinghamandH.Mannila,“RandomProjectioninDimension-alityReduction:ApplicationstoImageandTextData,”Proc.ACMSIGKDDInt’lConf.KnowledgeDiscoveryandDataMining,pp.245-250,2001.

[50]R.BaraniukandM.Wakin,“RandomProjectionsofSmooth

Manifolds,”FoundationsofComputationalMath.,2007.

[51]R.Baraniuk,M.Davenport,R.deVore,andM.Wakin,“The

Johnson-LindenstraussLemmaMeetsCompressedSensing,”ConstructiveApproximation,2007.

[52]F.MacwilliamsandN.Sloane,TheTheoryofError-CorrectingCodes.

NorthHollandPublishingCo.,1981.

[53]J.Kim,J.Choi,J.Yi,andM.Turk,“EffectiveRepresentationUsing

ICAforFaceRecognitionRobusttoLocalDistortionandPartialOcclusion,”IEEETrans.PatternAnalysisandMachineIntelligence,vol.27,no.12,pp.1977-1981,Dec.2005.

[54]S.Li,X.Hou,H.Zhang,andQ.Cheng,“LearningSpatially

Localized,Parts-BasedRepresentation,”http://www.77cn.com.cnputerVisionandPatternRecognition,pp.1-6,2001.

[55]T.Ahonen,A.Hadid,andM.Pietikainen,“FaceDescriptionwith

LocalBinaryPatterns:ApplicationtoFaceRecognition,”IEEETrans.PatternAnalysisandMachineIntelligence,vol.28,no.12,pp.2037-2041,Dec.2006.

[56]http://www.77cn.com.cndes,J.Vorbruggen,J.Buhmann,http://www.77cn.com.cnnge,C.vonder

Malsburg,R.Wurtz,andW.Konen,“DistortionInvariantObjectRecognitionintheDynamicLinkArchitecture,”http://www.77cn.com.cnputers,vol.42,pp.300-311,1993.

[57]A.Pentland,B.Moghaddam,andT.Starner,“View-Basedand

ModularEigenspacesforFaceRecognition,”http://www.77cn.com.cnputerVisionandPatternRecognition,1994.

[58]A.Georghiades,P.Belhumeur,andD.Kriegman,“FromFewto

Many:IlluminationConeModelsforFaceRecognitionunderVariableLightingandPose,”IEEETrans.PatternAnalysisandMachineIntelligence,vol.23,no.6,pp.643-660,June2001.

[59]K.Lee,J.Ho,andD.Kriegman,“AcquiringLinearSubspacesfor

FaceRecognitionunderVariableLighting,”IEEETrans.PatternAnalysisandMachineIntelligence,vol.27,no.5,pp.684-698,2005.[60]A.MartinezandR.Benavente,“TheARFaceDatabase,”CVC

TechnicalReport24,1998.

[61]D.Geiger,T.Liu,andM.Donahue,“SparseRepresentationsfor

ImageDecompositions,”Int’http://www.77cn.com.cnputerVision,vol.33,no.2,1999.

[62]R.ZassandA.Shashua,“NonnegativeSparsePCA,”Proc.Neural

InformationandProcessingSystems,2006.JohnWrightreceivedtheBSdegreeincomputerengineeringandtheMSdegreeinelectricalengineeringfromtheUniversityofIllinois,Urbana-Champaign.HeiscurrentlyaPhDcandidateintheDecisionandControlGroup,UniversityofIllinois.Hisresearchinter-estsincludedautomaticfaceandobjectrecogni-tion,sparsesignalrepresentation,andminimumdescriptionlengthtechniquesinsupervisedandunsupervisedlearningandhaspublishedmore

than10papersonthesesubjects.Hehasbeenarecipientofseveralawardsandfellowships,includingtheUIUCECEDistinguishedFellow-shipandaCarverFellowship.Mostrecently,in2008,hereceivedaMicrosoftResearchFellowship,sponsoredbyMicrosoftLiveLabs.HeisastudentmemberoftheIEEE.

AllenY.Yangreceivedthebachelor’sdegreeincomputersciencefromtheUniversityofScienceandTechnologyofChinain2001andthePhDdegreeinelectricalandcomputerengineeringfromtheUniversityofIllinois,Urbana-Cham-paign,in2006.HeisapostdoctoralresearcherintheDepartmentofElectricalEngineeringandComputerSciences,UniversityofCalifornia,Berkeley.Hisprimaryresearchisonpatternanalysisofgeometricorstatisticalmodelsin

veryhigh-dimensionaldataspaceandapplicationsinmotionsegmenta-tion,imagesegmentation,facerecognition,andsignalprocessinginheterogeneoussensornetworks.Heisthecoauthoroffivejournalpapersandmorethan10conferenceproceedings.HeisalsothecoinventoroftwoUSpatentapplications.HeisamemberoftheIEEE.

ArvindGaneshreceivedthebachelor’sandmaster’sdegreesinelectricalengineeringfromtheIndianInstituteofTechnology,Madras,India,in2006.HeiscurrentlyworkingtowardthePhDdegreeinelectricalengineeringattheUniversityofIllinois,Urbana-Champaign.Hisresearchinterestsincludecomputervision,machinelearning,andsignalprocessing.HeisastudentmemberoftheIEEE.

S.ShankarSastryreceivedthePhDdegreefromtheUniversityofCalifornia,Berkeley,in1981.HewasonthefacultyofMITasanassistantprofessorfrom1980to1982andHarvardUniversityasachairedGordonMcKayprofessorin1994.HeservedasthechairmanoftheDepartmentofElectricalEngineeringandComputerSciences,UniversityofCalifornia(UC),Berkeley,from2001to2004.HeservedasthedirectoroftheInformationTechnology

Office,DARPA,in2000.HeiscurrentlytheRoyW.Carlsonprofessorofelectricalengineeringandcomputerscience,bioengineeringandmechanicalengineering,aswellasthedeanoftheCollegeofEngineering,UCBerkeley.HealsoservesasthedirectoroftheBlumCenterforDevelopingEconomies.Heisthecoauthorofmorethan300technicalpapersandninebooks.Hereceivednumerousawards,includingthePresidentofIndiaGoldMedalin1977,anM.A.(honoriscausa)fromHarvardin1994,fellowoftheIEEEin1994,thedistinguishedAlumnusAwardoftheIndianInstituteofTechnologyin1999,theDavidMarrprizeforthebestpaperattheInt’lConferenceinComputerVisionin1999,andtheRagazziniAwardforExcellenceinEducationbytheAmericanControlCouncilin2005.HeisamemberoftheNationalAcademyofEngineeringandtheAmericanAcademyofArtsandSciences.HeisontheAirForceScienceBoardandisthechairmanoftheBoardoftheInternationalComputerScienceInstitute.HeisalsoamemberoftheboardsoftheFederationofAmericanScientistsandEmbeddedSystemsConsortiumforHybridandEmbeddedResearch(ESCHER).

YiMareceivedthebachelors’degreesinautomationandappliedmathematicsfromTsin-ghuaUniversity,Beijing,China,in1995,theMSdegreeinelectricalengineeringandcomputerscience(EECS)in1997,theMAdegreeinmathematicsin2000,andthePhDdegreeinEECSin2000fromtheUniversityofCalifornia,Berkeley.Since2000,hehasbeenonthefacultyoftheElectricalandComputerEngineer-ingDepartment,UniversityofIllinois,Urbana-Champaign,whereheiscurrentlytherankofassociateprofessor.Hismainresearchinterestsincludesystemstheoryandcomputervision.HewastherecipientoftheDavidMarrBestPaperPrizeattheInternationalConferenceonComputerVisionin1999andHonorableMentionfortheLonguet-HigginsBestPaperAwardattheEuropeanConferenceonComputerVisionin2004.HereceivedtheCAREERAwardfromtheNationalScienceFoundationin2004andtheYoungInvestigatorProgramAwardfromtheOfficeofNavalResearchin2005.HeisaseniormemberoftheIEEEandamemberoftheACM.

百度搜索“77cn”或“免费范文网”即可找到本站免费阅读全部范文。收藏本站方便下次阅读，免费范文网，提供经典小说教育文库Robust Face Recognition via Sparse Representation(18)在线全文阅读。