Finger Vein Recognition Algorithm Based on Improved MobileNet
SUN Li
GAO Shang
Abstract：Finger vein is located in the inner layer of finger skin and is not easy to change.Using finger vein for identity recog-nition and verification has become a research hotspot in the field of biometrics.The finger vein recognition based on CNN has large amount of parameters,large amount of calculation and long running time.To solve these problems,this paper proposes a finger vein recognition algorithm based on improved lightweight network(MobileNet).The improved network integrates particle swarm optimiza-tion(PSO)to optimize the parameters of MobileNet.Experimental results show that the recognition algorithm reduces the amount of parameters and operation time on the premise of maintaining high accuracy.
Keywords：deep learningfinger vein recognitionMobileNetPSO
Publication Date：2024-07-20
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：3( 1966-1968 )