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

Highest and lowest accuracies are shown in bold letters.