Research Article

Facial Expression Recognition Using Stationary Wavelet Transform Features

Table 1

CRRs of seven emotions (anger (AN), happiness (HA), sadness (SA), disgust (DI), fear (FE), surprise (SU), and neutral (NE)) on JAFFE, CK+, and MS-Kinect dataset.

DatasetSWT subbands used in feature selection
LHHLLH + HL + HHLH + HL

JAFFE90.07%90.12%88.52%98.83%
CK+91.03%90.89%88.23%96.61%
MS-Kinect89.52%89.52%87.61%94.28%