Fusion rule | Bi-modal (gait and head) | Multi-modal (gait, head, and height) | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
 | 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 | 3.2 | 82.7 | 10.3 | 92 | 5.5 | 86.6 | 11.3 | 92.4 | 2.5 | 78.0 | 10.4 | 89.9 | 4.3 | 83.2 | 11.9 | 90.8 |
Min | 7.4 | 38.4 | 12.3 | 92.9 | 9.5 | 51.5 | 11.8 | 92.8 | 7.4 | 89.9 | 12.3 | 92.9 | 9.5 | 82.7 | 11.8 | 92.8 |
SVM | 2.0 | 87.5 | 5.1 | 95.5 | 3.6 | 84.9 | 10.9 | 96.6 | 1.7 | 74.6 | 3.8 | 93.4 | 3.0 | 76.3 | 9.7 | 95.6 |
GMM | 1.9 | 36.6 | 4.7 | 89.9 | 3.7 | 49.7 | 9.3 | 90.2 | 1.8 | 45.0 | 3.6 | 86.0 | 3.3 | 53.3 | 9.3 | 89.5 |
LLR | 2.2 | 37.8 | 4.3 | 92.2 | 3.9 | 51.4 | 9.4 | 92.2 | 1.7 | 29.1 | 3.2 | 88.5 | 3.5 | 43.3 | 8.6 | 87.7 |
KDE | 2.1 | 37.1 | 6.7 | 90.7 | 3.9 | 99.7 | 10.7 | 91.6 | 1.9 | 26.8 | 6.9 | 95.1 | 3.2 | 99.0 | 11.3 | 92.4 |
RankSVM | 2.2 | 37.9 | 4.4 | 92.1 | 4.4 | 51.9 | 9.3 | 92.2 | 1.9 | 26.5 | 3.5 | 88.3 | 4.1 | 40.6 | 8.6 | 88.0 |