Research Article
Enhancement of Background Subtraction Techniques Using a Second Derivative in Gradient Direction Filter
Table 4
Classification results.
| Exp # | ā | Human | Non-human | % |
| 1 | Correct | 498 | 492 | 99 | Missed | 2 | 8 | 1.0 |
| 2 | Correct | 499 | 491 | 99.0 | Missed | 1 | 9 | 1.0 |
| 3 | Correct | 498 | 495 | 99.3 | Missed | 2 | 5 | 0.7 |
| 4 | Correct | 495 | 500 | 99.5 | Missed | 5 | 0 | 0.5 |
| 5 | Correct | 481 | 492 | 97.3 | Missed | 19 | 8 | 2.7 |
| 6 | Correct | 497 | 490 | 98.7 | Missed | 3 | 10 | 1.3 |
| 7 | Correct | 484 | 496 | 98.0 | Missed | 16 | 4 | 2.0 |
| 8 | Correct | 493 | 498 | 99.1 | Missed | 7 | 2 | 0.9 |
| 9 | Correct | 497 | 496 | 99.3 | Missed | 3 | 4 | 0.7 |
| 10 | Correct | 497 | 486 | 98.3 | Missed | 3 | 14 | 1.7 |
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