Improved Lightweight Convolutional Neural Network for Finger Vein Recognition System

This repository implements an improved lightweight convolutional neural network (ILCNN) for finger vein recognition.

Data preparation

The ILCNN proposed in our paper is trained from the FV-USM and PLUSVein-FV3 datasets.

Environment

• 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

Citation

@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}
}