Research Article
Impact of Occlusion Masks on Gender Classification from Iris Texture
Table 2
Classification results after removing pairs over a certain growth threshold.
| Test type | Resolution (px) | Threshold (%) | Accuracy (%) | p-Value |
| VGG-full | 240 × 20 | 10 | 58.38 ± 2.59 | 0.78 | 9 | 57.64 ± 2.93 | 8 | 57.78 ± 3.32 | 7 | 57.74 ± 3.37 | 240 × 40 | 10 | 59.61 ± 2.91 | 0.99 | 9 | 59.54 ± 2.86 | 8 | 59.72 ± 3.07 | 7 | 59.54 ± 2.83 |
| VGG + LSVM | 240 × 20 | 10 | 58.66 ± 2.16 | 0.97 | 9 | 58.83 ± 2.19 | 8 | 58.72 ± 2.35 | 7 | 58.90 ± 2.09 | 240 × 40 | 10 | 60.48 ± 2.03 | 0.98 | 9 | 60.64 ± 1.98 | 8 | 60.56 ± 2.06 | 7 | 60.41 ± 1.97 |
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Highest and lowest accuracies are shown in bold letters.
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