Research Article

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

Table 3

The modified ResNet18 configuration was used in the research.

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

Image input layer
Conv164
Maxpool11
Conv264
Conv364
Conv464
Conv564
Conv6128
Conv7128
Conv8128
Conv9128
Conv10256
Conv11256
Conv12256
Conv13256
Conv14512
Conv15512
Conv16512
Conv17512
AdaptiveAvgPool2d
Linear (512, 512)