Table 9.
Comparative results of human detection by the proposed method and previous ones [24,32,37] with OTCBVS database. (Seq. No.: Sequence Number).
| Seq. No. | Sensitivity | PPV | F1-Score | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ours | Previous Method | Ours | Previous Method | Ours | Previous Method | |||||||
| [24] | [32] | [37] | [24] | [32] | [37] | [24] | [32] | [37] | ||||
| 1 | 1 | 1 | 0.97 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0.9848 | 1 |
| 2 | 1 | 0.99 | 0.94 | 1 | 1 | 1 | 1 | 1 | 1 | 0.9949 | 0.9691 | 1 |
| 3 | 0.99 | 0.99 | 1 | 0.98 | 0.99 | 0.98 | 0.99 | 0.99 | 0.99 | 0.9850 | 0.9950 | 0.9850 |
| 4 | 1 | 1 | 0.98 | 1 | 0.99 | 1 | 0.99 | 0.97 | 0.9950 | 1 | 0.9850 | 0.9848 |
| 5 | 1 | 1 | 0.89 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0.9418 | 1 |
| 6 | 0.99 | 1 | 0.96 | 0.98 | 1 | 1 | 1 | 1 | 0.9950 | 1 | 0.9796 | 0.9899 |
| 7 | 1 | 1 | 0.98 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0.9899 | 1 |
| 8 | 1 | 1 | 0.76 | 1 | 1 | 0.99 | 0.99 | 1 | 1 | 0.9950 | 0.8599 | 1 |
| 9 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 10 | 1 | 0.97 | 0.98 | 1 | 1 | 0.97 | 0.97 | 1 | 1 | 0.97 | 0.9750 | 1 |
| Avg | 0.9980 | 0.9949 | 0.9459 | 0.9959 | 0.9980 | 0.9939 | 0.9936 | 0.9959 | 0.9980 | 0.9945 | 0.9680 | 0.9960 |