Fusion type % EER before Fusion Normalization type (% EER after fusion)
Name SV HSV  Max MIN Z-score Median&Mad Double Sigmoid Tanh Picewise Linear
Simple Sum Client 1 4.77 11.6 5.8 5.2 19.0 1.3 5.2 1.5
Client 2 3.4 21.8 4.0 3.8 19.3 2.6 3.9 2.9
Client 3 10 22 8.5 8.0 18.1 1.2 8.0 1.4
Client 4 0.51 17.5 1.5 1.1 19.5 92.7 1.1 0.6
Client 5 0.4 23 0.7 0.5 4.3 0.0 0.5 0.0
Client 6 0.2 22 0.2 0.1 3.3 83.6 0.1 0.0
Client 7 2.1 14.4 1.5 1.4 4.1 0.3 1.5 0.5
Client 8 1.1 23.2 1.0 0.8 5.6 0.0 0.8 0.0
Client 10 0.99 24.5 0.6 0.5 6.3 84.0 0.5 0.0
Client 9 2 10.8 3.7 7.6 17.8 2.5 1.0 0.0
Avarage 2.5 19.1 2.7±2.72 2.9(3.03) 11.7(7.45) 29.8(41.44) 2.3(2.59) 0.7(0.96)
Main Rule Client 1 4.77 11.6 23.9 89.6 45.1 1.1 5.3 1.0
Client 2 3.4 21.8 25.1 88.4 45.9 4.7 3.9 4.9
Client 3 10 22 25.2 83.1 47.0 1.9 8.1 1.8
Client 4 0.51 17.5 22.7 95.7 53.2 97.1 1.1 0.5
Client 5 0.4 23 8.7 87.3 45.6 0.0 0.5 0.0
Client 6 0.2 22 10.5 89.4 54.1 90.9 0.2 0.0
Client 7 2.1 14.4 9.7 81.0 50.1 0.0 1.5 0.4
Client 8 1.1 23.2 11.9 92.1 61.2 0.0 0.8 0.0
Client 10 0.99 24.5 11.9 91.1 52.1 95.9 0.6 0.0
Client 9 2 10.8 20.7 87.2 49.7 5.7 0.7 1.9
Avarage 2.5 19.1 17.0 (7.00) 88.5 (4.25) 50.4 (4.99) 29.7 (44.85) 2.3 (2.64) 1.1 (1.53)
Table 3: Fusion verification performance of the HSV/SV for every 10 client.