This repository implements an improved lightweight convolutional neural network (ILCNN) for finger vein recognition.
The ILCNN proposed in our paper is trained from the FV-USM and PLUSVein-FV3 datasets.
- torch 1.7.1
- torchvision 0.8.2
- albumentations 1.1.0
- scikit-learn 0.23.2
- pytorch-model-summary 0.1.2
- ptflops
- tqdm
@Article{bioengineering10080919,
title={Improved Lightweight Convolutional Neural Network for Finger Vein Recognition System},
author={Hsia, Chih-Hsien and Ke, Liang-Ying and Chen, Sheng-Tao},
booktitle={Bioengineering},
volume={10},
number={8},
pages={919},
year={2023}
}