Kaixuan Wang, Guanghua Chen, Hongjia Chu. Finger Vein Recognition Based on Improved ResNet[J]. Laser & Optoelectronics Progress, 2021, 58(20): 2010002
- Laser & Optoelectronics Progress
- Vol. 58, Issue 20, 2010002 (2021)
Fig. 1. Residual block
Fig. 2. Conventional convolution
Fig. 3. Depthwise convolution
Fig. 4. Depthwise over-parameterized convolution
Fig. 5. Structure of dual attention mechanism
Fig. 6. Improved residual block
Fig. 7. Improved ResNet
Fig. 8. Test accuracy. (a) FV-USM;(b) SDUMLA
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Table 1. Comparison of structure and performance indicators of different models
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