人脸检测方法综述

2003-5-223FaceDetection)2003-5-2242003-5-2252003-5-226Craw40[1]Yuille[2]2003-5-227(PCA)2003-5-228NNActiveShapeModel(ASM)PCA,EigenfaceHMM2003-5-229:90.5%()76.9%(+):2~4/(320*240)CMURowley[3]2003-5-2210,2003-5-2211RGB-other,MixtureofGaussianSVM2003-5-2212Adaboost[4]Cascade2003-5-221378.3%~93.7%78.3%~93.7%0.0670.067//(320*240(320*240))AdaboostViolaetal2003-5-22142003-5-2215FERETDatabase:119914126CMUTestSet:130MITDatabase:1627U.ofBern:30105YaleDatabase:1610HarvardDatabase:2003-5-22162003-5-22172000----FRVT2000(FacialRecognitionVendorTest2000)LFAIdentixFaceItMITLauTech./C-VIS/2003-5-2218III2003-5-221903602003-5-22202003-5-2221••••2003-5-2222((M.J.Jonesetal)M.J.Jonesetal)[5]1billion1billionpixelspixels,,RGBRGBP(RGB/skin)P(RGB/skin)2003-5-2223LaplaceLaplace2003-5-22242003-5-22252003-5-22262003-5-22272003-5-22282003-5-2229Miaoetal)[6]2003-5-2230ColorImageColorImageSkinDetectionSkinDetectionRadialTemplateRadialTemplateSearchingSearchingRotatetoRotatetoHorizonHorizonEdgeExtractionEdgeExtractionUprightUprightDetectionDetectionResultResult2003-5-2231134214033202401401806404802.0GHzCPU2003-5-22322003-5-22332003-5-22342003-5-2235122003-5-22362003-5-223712ConcentricTemplate2003-5-22382003-5-2239121===112==——2003-5-2242Thankyou