Research Article

Multifeature Fusion Detection Method for Fake Face Attack in Identity Authentication

Table 5

Compared the fusion algorithm of this experiment to LBP, HOG, and optical flow.

SampleFARFRRHTER

LBP15.79%47.37%22.81%
HOG15.79%56.03%35.91%
Optical flow15.79%29.82%40.00%
MLOF13.35%25.26%46.88%

FAR, the fake input is accepted; FRR, the real input is refused; HTER, half of the sum of the FRR and FAR.