Research Article

Finger Vein Verification on Different Datasets Based on Deep Learning with Triplet Loss

Table 4

The modified VGGNet16 configuration was used in the research.

Number of filterSize of feature mapSize of kernelNumber of strideNumber of padding

Image input layer
Conv164
Conv264
Maxpool11
Conv3128
Conv4128
Maxpool21
Conv5256
Conv6256
Conv7256
Maxpool31
Conv8512
Conv9512
Conv10512
Maxpool41
Conv11512
Conv12512
conv13512
Maxpool51
Linear (25088, 512)512