1:9 | 0.968541 | 0.935883 |
2:8 | 0.971083 | 0.935883 |
3:7 | 0.976167 | 0.939257 |
4:6 | 0.982840 | 0.9392575 |
5:5 | 0.992373 | 0.9617547 |
6:4 | 0.990149 | 0.917885 |
7:3 | 0.986653 | 0.907761 |
8:2 | 0.983158 | 0.897637 |
9:1 | 0.980934 | 0.894263 |
input_shape | 224×224×3 |
batch_size | 32 |
epoch | 2000 |
optimizers | rmsprop |
learning_rate | 10−3 |
rho | 0.9 |
decay | 10-6 |
Hardware Environment | Processor |
Inter(R) XeonGold b6254 |
Software Environment | Operating System |
Linux Ubuntu 16.04 |
CASIA-Iris-Lamp | Maximum value | 0.992055 |
Minimum value | 0.955830 | |
Multiplication | 0.992017 | |
Additive | 0.992373 | |
Unimodal periocular | 0.982617 | |
Unimodal iris | 0.981252 | |
Adaptive weighting | 0.993831 | |
CASIA-Iris-Distance | Maximum value | 0.961754 |
Minimum value | 0.866141 | |
Multiplication | 0.972512 | |
Additive | 0.961754 | |
Unimodal periocular | 0.933633 | |
Unimodal iris | 0.894263 | |
Adaptive weighting | 0.985376 |
CASIA-Iris-Lamp | 791 | 15820 | 15820 | 9492 | 3164 | 3164 |
CASIA-Iris-Distance | 284 | 5073 | 5073 | 3160 | 1024 | 889 |