Multiparameter Space Decision Voting and Fusion Features for Facial Expression Recognition

Table 4

Comparison of the ER accuracy (%) of various features on the TFEID dataset.

Method	AN	CO	DI	FE	HA	SA	SU	ER accuracy (%)
LBP + SVM	60.00	96.17	99.41	71.97	98.42	68.90	100.00	84.98
HOG + SVM	88.97	96.67	96.14	82.43	97.89	87.17	97.42	92.38
Gabor + SVM	82.38	94.64	82.97	83.08	93.14	64.12	100.00	85.76
The proposed method	90.33	100.00	93.50	89.99	95.00	90.67	95.00	93.50