Table 7 FRR [%] at 10% FAR (FRR 10% ) for Protocol 1
Fusion rule | Bi-modal (gait and head) | Multi-modal (gait, head, and height) | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Â | Q H H85 | Q H L85 | Q L H85 | Q L L85 | Q H H55 | Q H L55 | Q L H55 | Q L L55 | Q H H85 | Q H L85 | Q L H85 | Q L L85 | Q H H55 | Q H L55 | Q L H55 | Q L L55 |
Sum | 1.0 | 56.6 | 2.5 | 73.3 | 1.6 | 64.4 | 3.7 | 75.5 | 0.6 | 45.9 | 1.7 | 65.8 | 1.3 | 54.7 | 2.1 | 68.0 |
Min | 0.9 | 11.5 | 2.2 | 77.1 | 1.1 | 17.9 | 4.4 | 70.2 | 0.9 | 40.2 | 2.2 | 75.4 | 1.1 | 32.9 | 4.4 | 70.2 |
SVM | 1.6 | 61.6 | 2.5 | 82.5 | 2.4 | 54.3 | 6.3 | 86.2 | 1.3 | 34.2 | 2.3 | 75.4 | 2.3 | 34.2 | 6.0 | 79.3 |
GMM | 0.6 | 11.0 | 0.9 | 69.2 | 1.1 | 17.2 | 2.6 | 66.2 | 0.6 | 6.5 | 0.9 | 53.0 | 0.9 | 11.6 | 2.0 | 52.1 |
LLR | 0.7 | 11.2 | 0.9 | 73.1 | 1.1 | 17.4 | 2.5 | 74.0 | 0.5 | 5.0 | 0.6 | 53.5 | 0.7 | 7.5 | 1.9 | 55.0 |
KDE | 0.9 | 11.4 | 2.3 | 69.3 | 1.6 | 24.5 | 4.1 | 66.1 | 0.6 | 7.1 | 2.0 | 82.8 | 1.2 | 14.4 | 3.1 | 73.9 |
RankSVM | 0.8 | 11.2 | 0.9 | 73.1 | 1.2 | 17.5 | 2.6 | 74.0 | 0.5 | 5.1 | 0.6 | 53.5 | 0.9 | 7.4 | 1.9 | 54.7 |