Table 2 Results of the comparative experiment.

From: Study for lightweight finger vein recognition based on a small sample

Group

AlexNet

ResNet

GoogLeNet

VGG-19

Modified VGG-19

Accuracy (%)

74.98

91.08

86.35

95.87

98.45

Loss

182.72

118.01

142.75

54.76

10.47