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 | 2.3 | 29.0 | 4.4 | 40.1 | 3.3 | 32.7 | 5.6 | 41.4 | 1.9 | 23.0 | 3.9 | 33.9 | 2.8 | 26.4 | 4.7 | 34.6 |
Min | 4.2 | 10.8 | 4.9 | 43.4 | 4.5 | 13.8 | 5.7 | 40.5 | 4.2 | 17.0 | 4.9 | 31.7 | 4.5 | 15.8 | 5.7 | 36.5 |
SVM | 1.9 | 32.9 | 3.3 | 47.8 | 2.9 | 28.6 | 7.2 | 50.2 | 1.6 | 18.0 | 2.7 | 38.1 | 2.7 | 17.3 | 6.6 | 41.8 |
GMM | 1.6 | 10.6 | 2.6 | 39.1 | 2.5 | 13.5 | 4.4 | 37.2 | 1.5 | 8.5 | 2.1 | 25.6 | 2.4 | 10.3 | 4.2 | 25.1 |
LLR | 1.7 | 10.6 | 2.5 | 39.8 | 2.7 | 13.6 | 4.4 | 40.4 | 1.4 | 7.3 | 2.0 | 25.6 | 2.2 | 8.8 | 3.8 | 24.0 |
KDE | 1.8 | 10.8 | 3.7 | 39.2 | 2.7 | 15.6 | 5.7 | 37.3 | 1.6 | 8.3 | 3.6 | 48.8 | 2.4 | 11.7 | 4.9 | 44.2 |
RankSVM | 1.7 | 10.7 | 2.6 | 39.8 | 2.8 | 13.6 | 4.5 | 40.4 | 1.6 | 7.0 | 2.1 | 25.6 | 2.7 | 8.7 | 4.1 | 24.1 |