Convolutional neural networks approach for multimodal biometric identification system using the fusion of fingerprint, finger-vein and face images

E mehdi Cherrat, R Alaoui, H Bouzahir - PeerJ Computer Science, 2020 - peerj.com
… A novel fingerprint and finger vein identification system by concatenating the feature vectors
… In this study, the extracted feature vectors of both fingerprint and finger vein images are …

Finger-vein biometric recognition: A review

B Hou, H Zhang, R Yan - IEEE Transactions on Instrumentation …, 2022 - ieeexplore.ieee.org
… performance of personal identification. This 3 article intends to provide an overview on the
existing finger- 4 vein-based biometric methods from the four steps of finger-vein 5 recognition …

Feature extraction for finger-vein-based identity recognition

GK Sidiropoulos, P Kiratsa, P Chatzipetrou… - Journal of …, 2021 - mdpi.com
… This work is the most complete study in finger vein biometrics since it reviews the available
datasets, the feature extraction methods and their performance, and spoofing attacks. …

On-the-fly finger-vein-based biometric recognition using deep neural networks

RS Kuzu, E Piciucco, E Maiorana… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… Our goal is to design a finger vein acquisition system allowing users to donate their finger
vein patterns while walking, passing their hands over the acquisition sensor and without any …

Human identification using finger vein and ECG signals

K Su, G Yang, B Wu, L Yang, D Li, P Su, Y Yin - Neurocomputing, 2019 - Elsevier
… all, multimodal biometric system incorporating finger vein and … multimodal biometric system
based fusion of finger vein and … finger vein with ECG signals for personal identification using …

Finger-vein as a biometric-based authentication

CY Liu, SJ Ruan, YR Lai, CY Yao - IEEE Consumer Electronics …, 2019 - ieeexplore.ieee.org
… 1) Fingervein skeleton topology generation. 2) Feature extraction … finger-vein skeleton
generation for the input image and the entire database. In the second step, most of the finger vein

Capsule network for finger-vein-based biometric identification

D Gumusbas, T Yildirim, M Kocakulak… - 2019 IEEE symposium …, 2019 - ieeexplore.ieee.org
… However, benchmark databases for finger-vein identification have a limited … finger vein.
Additionally, with the rise of spoofing attacks, obtaining the best representation of the finger vein

Biometric recognition using finger and palm vein images

S Bharathi, R Sudhakar - Soft Computing, 2019 - Springer
… This paper proposes a multimodal biometric system using vascular patterns of the hand
such as finger vein and palm vein images. Initially, the input palm vein and finger vein images …

Recent advancements in finger vein recognition technology: methodology, challenges and opportunities

K Shaheed, A Mao, I Qureshi, M Kumar, S Hussain… - Information …, 2022 - Elsevier
… in biometric finger vein recognition systems. This article focuses on manuscripts related to
keywords ‘Finger Vein … manuscripts related to Finger Vein biometric technology focusing on …

Finger vein pulsation-based biometric recognition

A Krishnan, T Thomas, D Mishra - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… available finger vein video datasets, we generated a finger vein … The vein videos from the
index and the middle fingers of both … the finger vein patterns in the index and the middle fingers