Finger vein recognition via sparse reconstruction error constrained low-rank representation

L Yang, G Yang, K Wang, F Hao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Vein pattern-based methods have powerfully promoted the performance of finger vein
recognition. However, it is not easy to precisely extract vein patterns from images, especially …

Finger vein recognition system with template protection based on convolutional neural network

H Ren, L Sun, J Guo, C Han, F Wu - Knowledge-based systems, 2021 - Elsevier
The finger vein features have received extensive attention due to their high safety and
stability characteristics, and are gradually being used in various fields. However, studies …

Multimodal biometric authentication based on deep fusion of electrocardiogram (ECG) and finger vein

BA El-Rahiem, FEA El-Samie, M Amin - Multimedia Systems, 2022 - Springer
Biometric identification depends on the statistical analysis of the unique physical and
behavioral characteristics of individuals. However, a unimodal biometric system is …

[HTML][HTML] Biometric template attacks and recent protection mechanisms: A survey

SM Abdullahi, S Sun, B Wang, N Wei, H Wang - Information Fusion, 2024 - Elsevier
It is an undeniable fact that biometric recognition systems are susceptible to different
software-related or template attacks at different vulnerable points in the biometric …

Towards protecting and enhancing vascular biometric recognition methods via biohashing and deep neural networks

HO Shahreza, S Marcel - IEEE Transactions on Biometrics …, 2021 - ieeexplore.ieee.org
Biometric template protection has been a crucial concern in biometric recognition systems.
This is because biometric characteristics are irreplaceable, so the compromised templates …

Towards practical cancelable biometrics for finger vein recognition

C Kauba, E Piciucco, E Maiorana, M Gomez-Barrero… - Information …, 2022 - Elsevier
Biometrics has nowadays become a preferred solution for systems requiring secure
authentication. However, the usage of biometric characteristics raises significant concerns …

A novel cancelable finger vein templates based on LDM and RetinexGan

N Aherrahrou, H Tairi - Pattern Recognition, 2023 - Elsevier
In this paper, we propose a new biometric template protection scheme, which can deal with
the finger vein biometric security threats, through using the LDM and RetinexGAN model …

Inverse biometrics: Generating vascular images from binary templates

C Kauba, S Kirchgasser, V Mirjalili… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this work, we investigate the possibility of generating grayscale images of finger and hand
vein patterns from their corresponding binary templates. This would allow us to determine …

A framework for multimodal biometric authentication systems with template protection

ZH Goh, Y Wang, L Leng, SN Liang, Z Jin, YL Lai… - IEEE …, 2022 - ieeexplore.ieee.org
A multimodal biometric authentication framework based on Index-of-Max (IoM) hashing,
Alignment-Free Hashing (AFH), and feature-level fusion is proposed in this paper. This …

Deep auto-encoding and biohashing for secure finger vein recognition

HO Shahreza, S Marcel - ICASSP 2021-2021 IEEE …, 2021 - ieeexplore.ieee.org
Biometric recognition systems relying on finger vein have gained a lot of attention in recent
years. Besides security, the privacy of finger vein recognition systems is always a crucial …