Table 3. Comparison of classification-time of our proposed technique with others.
Sl. | Methods | Runtime of 100 iris templates in second | ||
---|---|---|---|---|
Time per attempt | Mean | Median | ||
1. | PCA based feature extraction | 11.0352 | 11.0354 | 11.0345 |
11.0338 | ||||
11.0573 | ||||
11.0192 | ||||
11.0345 | ||||
11.0216 | ||||
11.0466 | ||||
11.0573 | ||||
2. | Gabor filter based feature extraction | 15.3509 | 15.3100 | 15.3112 |
15.2496 | ||||
15.2808 | ||||
15.2908 | ||||
15.2485 | ||||
15.3780 | ||||
15.3501 | ||||
15.3315 | ||||
3. | Gabor filter + PCA based feature extraction | 13.0499 | 12.9525 | 12.9363 |
12.9177 | ||||
12.9376 | ||||
12.9349 | ||||
12.9676 | ||||
12.9880 | ||||
12.9019 | ||||
12.9225 | ||||
4. | Proposed feature extraction technique | 9.1325 | 9.1598 | 9.1471 |
9.1135 | ||||
9.1605 | ||||
9.2205 | ||||
9.1969 | ||||
9.1229 | ||||
9.1337 | ||||
9.1982 |