Skip to main content
. 2019 Apr 8;5:e184. doi: 10.7717/peerj-cs.184

Table 3. Comparison of classification-time of our proposed technique with others.

Runtime for each feature extraction technique has been reported by employing 100 iris templates. The mean and median of each feature extraction technique have been calculated by considering the runtime of eight attempts.

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