A Novel Approach to Face Verification Based on Second-Order Face-Pair Representation

Table 3

Face verification accuracy of different methods in the LFW-restricted setting.

Method	Recog. rate (%)	AUC
Eigenfaces [28]	60.02 ± 0.79	0.6483
Nowak [29]	73.93 ± 0.49	0.8131
Hybrid descriptor-based [30]	78.47 ± 0.51	0.8532
V1-like/MKL [31]	79.35 ± 0.55	0.8742
APEM (fusion) [32]	84.08 ± 1.20	0.8541
Spartans [33]	87.55 ± 0.21	0.8982
Our method	86.08 ± 0.62	0.8783