A high compatibility finger vein image quality assessment system based on deep learning

作者：

Highlights：

• Novel finger vein image quality assessment system based on CNN.

• Novel finger vein image quality evaluation standard.

• Novel lightweight CNN to mine hidden difference attributes between low-quality images.

• Novel system is not limited to a certain recognition algorithm or data set.

摘要

•Novel finger vein image quality assessment system based on CNN.•Novel finger vein image quality evaluation standard.•Novel lightweight CNN to mine hidden difference attributes between low-quality images.•Novel system is not limited to a certain recognition algorithm or data set.

论文关键词：Biometrics,Finger vein,Quality assessment,Automatic labelling,Deep learning,Lightweight network

论文评审过程：Received 9 April 2021, Revised 15 August 2021, Accepted 20 January 2022, Available online 15 February 2022, Version of Record 19 February 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.116603