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

K Shaheed, A Mao, I Qureshi, M Kumar, S Hussain… - Information …, 2022 - Elsevier
Finger vein recognition biometric trait is a significant biometric modality that is considered
more secure, reliable, and emerging. This article presents a review to focus on the recent …

A systematic review of finger vein recognition techniques

K Shaheed, H Liu, G Yang, I Qureshi, J Gou, Y Yin - Information, 2018 - mdpi.com
Biometric identification is the study of physiological and behavioral attributes of an individual
to overcome security problems. Finger vein recognition is a biometric technique used to …

Deep learning techniques for biometric security: A systematic review of presentation attack detection systems

K Shaheed, P Szczuko, M Kumar, I Qureshi… - … Applications of Artificial …, 2024 - Elsevier
Biometric technology, including finger vein, fingerprint, iris, and face recognition, is widely
used to enhance security in various devices. In the past decade, significant progress has …

Fvras-net: An embedded finger-vein recognition and antispoofing system using a unified cnn

W Yang, W Luo, W Kang, Z Huang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Despite claims that finger-vein biometrics can detect aliveness, recent research has shown
that current systems can be fooled by forged vein patterns printed on a distinctive paper …

Finger-vein presentation attack detection using depthwise separable convolution neural network

K Shaheed, A Mao, I Qureshi, Q Abbas… - Expert Systems with …, 2022 - Elsevier
Biometrics is a powerful tool for identifying and authenticating persons based on their
unique characteristics. Finger vein (FV) seems to be an emerging biometric of all types of …

Finger vein biometrics: taxonomy analysis, open challenges, future directions, and recommended solution for decentralised network architectures

AH Mohsin, AA Zaidan, BB Zaidan, OS Albahri… - Ieee …, 2020 - ieeexplore.ieee.org
A review is conducted to deeply analyse and map the research landscape of current
technologies in finger vein (FV) biometric authentication in medical systems into a coherent …

Finger vein recognition: utilization of adaptive gabor filters in the enhancement stage combined with sift/surf-based feature extraction

I Kovač, P Marák - Signal, Image and Video Processing, 2023 - Springer
Inadequacies of traditional means of human recognition along with one's possession of
unique physiological traits have paved the way for a more reliable mechanism of …

Finger vein code: From indexing to matching

L Yang, G Yang, X **, K Su, Q Chen… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Vein pattern-based methods powerfully boost the recognition accuracy of finger veins, but
real-time recognition cannot be guaranteed, especially in large-scale applications …

Deep learning techniques for hand vein biometrics: A comprehensive review

M Hemis, H Kheddar, S Bourouis, N Saleem - Information Fusion, 2024 - Elsevier
Biometric authentication has garnered significant attention as a secure and efficient method
of identity verification. Among the various modalities, hand vein biometrics, including finger …

VPCFormer: A transformer-based multi-view finger vein recognition model and a new benchmark

P Zhao, Y Song, S Wang, JH Xue, S Zhao, Q Liao… - Pattern Recognition, 2024 - Elsevier
In the past decade, finger vein authentication garners significant interest. However, most
existing databases and algorithms predominantly focused on single-view finger vein …