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Survey of Application of Deep Learning in Finger Vein Recognition [PDF]

open access: yesJisuanji kexue yu tansuo, 2023
Finger vein recognition technology has become a research hotspot in the new generation of biometrics because of its advantages of non-contact, high security and living body detection.
LI Jie, QU Zhong
doaj   +1 more source

Fingers Crossed:An Analysis of Cross-Device Finger Vein Recognition [PDF]

open access: yes, 2022
Finger veins are one of the emerging biometric traits attracting many researchers in biometric recognition. Despite the growing literature on finger vein recognition, little interest has been shown in the impact of acquisition devices on recognition ...
Veldhuis, Raymond   +2 more
core   +4 more sources

Discriminative Binary Descriptor for Finger Vein Recognition

open access: yesIEEE Access, 2018
In this paper, we propose a new local discriminative feature learning method for finger vein recognition. Unlike most previous finger vein recognition methods, which use hand-crafted descriptors such as local binary pattern, local line binary pattern ...
Haiying Liu   +3 more
doaj   +3 more sources

Finger vein Recognition

open access: yes2022 International Telecommunications Conference (ITC-Egypt), 2022
Fingerprint biometrics have been used for a long time, but finger-vein image identification has lately gained traction as a potential biometric technique. Fingerprints have long been a widely accepted biometric for identification, but their flaws and vulnerability to spoofing prompted the development of finger vein biometrics, which were thought to be ...
George Kumi Kyeremeh   +6 more
openaire   +2 more sources

RMOBF-Net: Network for the Restoration of Motion and Optical Blurred Finger-Vein Images for Improving Recognition Accuracy

open access: yesMathematics, 2022
Biometrics is a method of recognizing a person based on one or more unique physical and behavioral characteristics. Since each person has a different structure and shape, it is highly secure and more convenient than the existing security system.
Jiho Choi   +5 more
doaj   +1 more source

A deep ensemble learning method for single finger-vein identification

open access: yesFrontiers in Neurorobotics, 2023
Finger-vein biometrics has been extensively investigated for personal verification. Single sample per person (SSPP) finger-vein recognition is one of the open issues in finger-vein recognition.
Chongwen Liu   +9 more
doaj   +1 more source

Spoof detection based on score fusion using ensemble networks robust against adversarial attacks of fake finger-vein images

open access: yesJournal of King Saud University: Computer and Information Sciences, 2022
Finger-vein recognition is a biometric technology, which makes use of the pattern of veins in the skin of fingers. Finger-vein recognition is widely employed owing to its high recognition rate and ease of use.
Seung Gu Kim   +3 more
doaj   +1 more source

A Novel Approach Based Multi Biometric Finger Vein Template Recognition System using HGF

open access: yesOpen Computer Science, 2021
Finger vein(s) based biometrics is another way to deal with individual's distinguishing proof and has recently received much consideration. The strategy in light of low-level components, like the dark surface of finger vein is taken as standard. However,
Dev Rahul   +2 more
doaj   +1 more source

Finger Vein Recognition by Generating Code

open access: yesCoRR, 2021
Finger vein recognition has drawn increasing attention as one of the most popular and promising biometrics due to its high distinguishes ability, security and non-invasive procedure. The main idea of traditional schemes is to directly extract features from finger vein images or patterns and then compare features to find the best match.
Zhongxia Zhang, Mingwen Wang
openaire   +2 more sources

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