基于多分类及特征融合的静默活体检测算法

黄新宇,游帆,张沛,张昭,张柏礼,吕建华,徐立臻

Silent liveness detection algorithm based on multi classification and feature fusion network

Xin-yu HUANG,Fan YOU,Pei ZHANG,Zhao ZHANG,Bai-li ZHANG,Jian-hua LV,Li-zhen XU

表 4 不同方法在CASIA-FASD和Replay-Attack数据集上的性能对比

Tab.4 Performance comparison of different methods on CASIA-FASD and Replay-Attack dataset

方法 Replay-Attack CASIA-FASD EER/% HTER/% EER/% LBP-TOP[29] 7.900 7.600 10.000 CNN[14] 6.100 2.100 7.400 IDA[6] − 7.400 − Motion+LBP[30] 4.500 5.110 − Color-LBP[10] 0.400 2.900 6.200 MSR-Attention[18] 0.210 0.389 3.145 BaseNet-Fusion 1.000 0.500 2.961