Finger vein recognition system with template protection based on convolutional neural network

作者：

Highlights：

• Novel finger vein recognition system with template protection.

• Novel finger vein image encryption scheme based on the RSA algorithm.

• Novel system processing the encrypted image using CNN directly.

• Novel system without large extra time overhead cost for template protection.

摘要

•Novel finger vein recognition system with template protection.•Novel finger vein image encryption scheme based on the RSA algorithm.•Novel system processing the encrypted image using CNN directly.•Novel system without large extra time overhead cost for template protection.

论文关键词：Convolutional neural network,Finger vein,Biometric template protection,Image encryption,Feature extraction

论文评审过程：Received 17 December 2020, Revised 17 May 2021, Accepted 17 May 2021, Available online 19 May 2021, Version of Record 4 June 2021.

论文官网地址：https://doi.org/10.1016/j.knosys.2021.107159