Journal of Applied Optics, Volume. 46, Issue 1, 112(2025)
Template voting and multi-directional fusion for near-infrared finger vein recognition
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Table 1. Comparison of recognition performances on three public datasets
% View tableView in ArticleTable 1. Comparison of recognition performances on three public datasets
% Methods SDUMLA USM THU-FVFDT2 LMC[ 7 ]97.22 0.0703 97.19 0.0000 96.56 0.0000 LDC[ 17 ]99.21 0.0289 98.81 0.0000 87.05 0.0000 PWBDC[ 18 ]92.82 0.2083 95.39 0.0000 97.87 0.0000 LCMFC[ 19 ]96.16 0.6217 99.40 0.0978 93.47 0.5956 SSP-DBFL[ 6 ]99.07 0.1421 99.70 0.0095 99.84 0.0006 FVCAE[ 20 ]93.23 1.0367 90.36 2.3421 76.89 4.8792 ResNet50[ 21 ]90.46 1.7245 86.17 1.0268 71.67 2.0371 Proposed 99.32 0.0587 99.73 0.0268 99.75 0.0313
Table 2. Identification time of different methods on three databases
s View tableView in ArticleTable 2. Identification time of different methods on three databases
s Methods SDUMLA USM THU-FVFDT2 LMC[ 7 ]1.1308 0.3521 0.3453 LDC[ 17 ]0.1839 0.3636 0.3439 PWBDC[ 18 ]0.1407 0.1319 0.1369 LCMFC[ 19 ]0.0809 — — SSP-DBFL[ 6 ]0.0858 — — FVCAE[ 20 ]0.3928 2.2230 — ResNet50[ 21 ]0.1496 0.1264 0.1385 Proposed 0.0803 0.0555 0.1311
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Man LI, Sen LIN. Template voting and multi-directional fusion for near-infrared finger vein recognition[J]. Journal of Applied Optics, 2025, 46(1): 112
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Received: Oct. 30, 2023
Accepted: --
Published Online: Apr. 1, 2025
The Author Email: Sen LIN (林森)
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