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 7 不同方法在Replay-Attack和CASIA-FASD数据集下的交叉测试

Tab.7 Cross-testing of different methods under Replay-Attack and CASIA-FASD dataset

方法 EER/% 训练: CASIA 测试: Replay 训练: Replay 测试: CASIA LBP-TOP[29] 49.700 60.6000 CNN[14] 48.500 39.6000 Color-LBP[10] 47.000 39.6000 Color-Texture[32] 30.300 37.7000 FaceDs[33] 28.500 41.1000 MSR-Attention[18] 36.200 34.7000 BaseNet-Fusion 27.875 38.5185