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 | 2.1 | 28.6 | 4.3 | 39.9 | 3.3 | 32.6 | 5.3 | 41.1 | 1.8 | 22.6 | 4.0 | 33.9 | 2.6 | 26.1 | 4.7 | 34.6 |
Min | 3.9 | 10.7 | 5.1 | 43.5 | 4.4 | 13.9 | 5.4 | 38.9 | 3.9 | 15.0 | 5.1 | 30.1 | 4.4 | 14.4 | 5.4 | 32.7 |
SVM | 1.5 | 32.8 | 2.8 | 45.1 | 2.3 | 28.4 | 5.2 | 46.5 | 1.3 | 17.2 | 2.2 | 37.2 | 2.0 | 16.3 | 4.9 | 40.0 |
GMM | 1.5 | 10.5 | 2.5 | 38.5 | 2.3 | 13.5 | 4.3 | 36.3 | 1.4 | 8.1 | 2.1 | 24.4 | 2.2 | 9.7 | 4.1 | 23.6 |
LLR | 1.6 | 10.6 | 2.5 | 39.6 | 2.5 | 13.6 | 4.3 | 40.0 | 1.4 | 7.3 | 2.0 | 24.9 | 2.3 | 8.8 | 3.7 | 23.1 |
KDE | 1.5 | 10.7 | 3.4 | 38.5 | 2.5 | 15.6 | 5.2 | 36.4 | 1.4 | 8.2 | 3.5 | 50.0 | 2.2 | 11.7 | 4.8 | 50.0 |
RankSVM | 1.6 | 10.6 | 2.6 | 39.6 | 2.6 | 13.7 | 4.5 | 40.0 | 1.5 | 7.0 | 2.2 | 25.0 | 2.5 | 8.7 | 4.1 | 23.2 |