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 | 0.5 | 20.1 | 1.1 | 35.6 | 0.7 | 25.2 | 1.5 | 37.3 | 0.3 | 13.9 | 0.8 | 27.0 | 0.4 | 17.7 | 0.9 | 27.8 |
Min | 0.6 | 4.6 | 0.9 | 39.6 | 0.7 | 6.7 | 1.5 | 36.8 | 0.5 | 9.7 | 0.9 | 24.5 | 0.6 | 8.4 | 1.5 | 29.6 |
SVM | 0.8 | 26.6 | 1.0 | 46.5 | 1.4 | 22.4 | 3.4 | 50.0 | 0.8 | 10.5 | 0.8 | 32.4 | 1.3 | 9.6 | 3.1 | 38.4 |
GMM | 0.3 | 4.5 | 0.6 | 33.7 | 0.5 | 6.4 | 1.1 | 32.1 | 0.3 | 3.1 | 0.4 | 16.6 | 0.3 | 4.3 | 0.8 | 15.9 |
LLR | 0.3 | 4.5 | 0.4 | 35.0 | 0.5 | 6.6 | 1.0 | 36.1 | 0.2 | 2.2 | 0.3 | 17.3 | 0.3 | 3.2 | 0.7 | 15.8 |
KDE | 0.3 | 4.8 | 0.7 | 33.9 | 0.6 | 10.6 | 1.6 | 32.3 | 0.3 | 2.8 | 0.7 | 48.9 | 0.5 | 7.6 | 1.1 | 41.6 |
RankSVM | 0.4 | 4.5 | 0.4 | 35.0 | 0.5 | 6.6 | 1.1 | 36.1 | 0.2 | 2.3 | 0.3 | 17.3 | 0.3 | 3.2 | 0.8 | 15.8 |