Sparse Representation Classifier Embedding Subspace Mapping and Support Vector for Facial Expression Recognition

Table 6

Performance results on the JAFFE dataset using LBP feature.

	Angry	Disgust	Fear	Happy	Sad	Surprise
SRC	89.13	83.03	83.14	88.05	82.04	83.14
K-SVD	89.85	83.86	83.99	88.52	82.75	83.61
LC-KSVD	90.80	84.57	84.24	89.11	83.01	83.68
FDDL	92.13	85.68	84.70	90.65	84.63	84.74
SVGDL	93.09	85.74	84.60	90.78	84.69	86.87
SDDL	94.29	87.01	86.13	92.87	85.28	88.65
LCDL-SV	94.66	87.30	86.68	94.03	85.61	90.46
SRC-SM-SV	95.00	88.68	87.50	95.00	88.62	92.54

The bold values in Tables 6–9 means the best classification results in the experiments.