Outline

(RBFNN)

16 27 38 49 510 1113 1214

n = dist(3,8) a = dist(2,4) b = dist(1,3) c = dist(1,6) d = dist(6,8) e = dist(7,9) f = dist(4,5) g = dist(9,10) h = dist(5,12) I = dist(mid(3,8),11) j = dist(10,14) k = dist(11,13) l = dist(12,14)

(non)(off)

(GSR)(Temp)(HR)

RBF :Step1: RBF Step2: Step3: Step4: Step5: Step6: Step4(Radial Basis Function Neural Network , RBFNN)

x R ^(n*1) k wik i k

(fear)(love)(joy)(surprise)

(a-c)GSRTempHR (d-f)GSRTempHR

(g-i)GSRTempHR(j-l)GSRTempHR

RBFNN1 RBFNN1

RBFNN2 RBFNN2

RBFNN1 RBFNN2

1. 2.JAFFEJAFFE Cross-validation

JAFEEhttp://www.kasrl.org/jaffe.html

JAFFE

Cross-validationJAFFE ()()

JAFFE 121

JAFFE 150 Cheng

4 25

JAFFE 207 Bayshyal

ground truth39