Table 4.
kNN–Euclidean | SVM–Linear | SVM–Quadratic | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Frame | Samples | Pedestrians in the Sample | TP | FP | TN | FN | TP | FP | TN | FN | TP | FP | TN | FN |
1 | 100 | 1 | 1 | 7 | 92 | 0 | 1 | 2 | 97 | 0 | 1 | 14 | 85 | 0 |
2 | 53 | 1 | 1 | 5 | 47 | 0 | 1 | 2 | 50 | 0 | 0 | 3 | 49 | 1 |
3 | 47 | 1 | 1 | 4 | 42 | 0 | 1 | 1 | 45 | 0 | 1 | 10 | 36 | 0 |
4 | 58 | 3 | 1 | 7 | 48 | 2 | 1 | 3 | 52 | 2 | 2 | 6 | 49 | 1 |
5 | 79 | 4 | 3 | 5 | 70 | 1 | 3 | 3 | 72 | 1 | 4 | 9 | 66 | 0 |
6 | 45 | 4 | 4 | 5 | 36 | 0 | 4 | 1 | 40 | 0 | 4 | 2 | 39 | 0 |
7 | 103 | 2 | 2 | 9 | 92 | 0 | 2 | 3 | 98 | 0 | 2 | 6 | 95 | 0 |
Sum | 485 | 16 | 13 | 42 | 427 | 3 | 13 | 15 | 454 | 3 | 14 | 50 | 419 | 2 |