Deep Learning for Finger Vein Recognition: A Brief Survey of Recent Trend

Renye Zhang, Yimin Yin, Wanxia Deng, Chen Li, Jinghua Zhang
7/5/2022
cs.CVcs.AI

No confident code implementation found for this paper.

Abstract

Finger vein image recognition technology plays an important role in biometric recognition and has been successfully applied in many fields. Because veins are buried beneath the skin tissue, finger vein image recognition has an unparalleled advantage, which is not easily disturbed by external factors. This review summarizes 46 papers about deep learning for finger vein image recognition from 2017 to 2021. These papers are summarized according to the tasks of deep neural networks. Besides, we present the challenges and potential development directions of finger vein image recognition.

View on arXivView PDF

Code Implementations

No confident code match yet

We couldn't find an author-owned or strongly-evidenced community implementation for this paper. Any repos shown below are weak matches — verify before relying on them.

No code implementations found yet.

Know of an implementation? Let us know in the comments below!

Similar Papers

CFVNet: An End-to-End Cancelable Finger Vein Network for Recognition

90% match2024

Deep Learning Techniques for Hand Vein Biometrics: A Comprehensive Review

89% match2024

StarLKNet: Star Mixup with Large Kernel Networks for Palm Vein Identification

86% match2024

Motion Transfer-Driven intra-class data augmentation for Finger Vein Recognition

85% match1 repo42024

Adversarial Masking Contrastive Learning for vein recognition

85% match2024

PVTree: Realistic and Controllable Palm Vein Generation for Recognition Tasks

84% match2025

Cite this paper

@article{zhang2022deep,
  title  = {Deep Learning for Finger Vein Recognition: A Brief Survey of Recent Trend},
  author = {Renye Zhang and Yimin Yin and Wanxia Deng and Chen Li and Jinghua Zhang},
  year   = {2022},
  eprint = {2207.02148},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2207.02148v1}
}

Add a badge to your README

Shows whether official code is linked for this paper.

Code of Paper badge
[![Code of Paper](https://codeofpaper.com/badge/2207.02148.svg)](https://codeofpaper.com/paper/2207.02148)

Discussion