Recent advancements in finger vein recognition technology: methodology, challenges and opportunities
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 …
more secure, reliable, and emerging. This article presents a review to focus on the recent …
Finger-vein biometric recognition: A review
B Hou, H Zhang, R Yan - IEEE Transactions on Instrumentation …, 2022 - ieeexplore.ieee.org
Finger-vein-based biometric technology has received wide attention and has made some
positive achievements in improving the performance of personal identification. This article …
positive achievements in improving the performance of personal identification. This article …
GAN-based image augmentation for finger-vein biometric recognition
J Zhang, Z Lu, M Li, H Wu - IEEE Access, 2019 - ieeexplore.ieee.org
Deep learning methods, and especially convolutional neural networks (CNNs), have made a
considerable breakthrough in various fields of machine vision, basically by employing large …
considerable breakthrough in various fields of machine vision, basically by employing large …
A comprehensive overview of image enhancement techniques
Image enhancement plays an important role in improving image quality in the field of image
processing, which is achieved by highlighting useful information and suppressing redundant …
processing, which is achieved by highlighting useful information and suppressing redundant …
The biometric recognition system based on near-infrared finger vein image
H Ma, N Hu, C Fang - Infrared Physics & Technology, 2021 - Elsevier
It is a difficult task to extract vein features accurately since the finger-vein images captured
by near infrared light are always poor in quality. This paper proposes a novel finger vein …
by near infrared light are always poor in quality. This paper proposes a novel finger vein …
Deep learning techniques for hand vein biometrics: A comprehensive review
Biometric authentication has garnered significant attention as a secure and efficient method
of identity verification. Among the various modalities, hand vein biometrics, including finger …
of identity verification. Among the various modalities, hand vein biometrics, including finger …
Residual Gabor convolutional network and FV-Mix exponential level data augmentation strategy for finger vein recognition
Y Wang, H Lu, X Qin, J Guo - Expert Systems with Applications, 2023 - Elsevier
Using deep learning to improve the performance of finger vein recognition has become a
part of mainstream research. Currently, the performance of finger vein recognition systems is …
part of mainstream research. Currently, the performance of finger vein recognition systems is …
Trilateral Filterative Hermitian feature transformed deep perceptive fuzzy neural network for finger vein verification
D Muthusamy, P Rakkimuthu - Expert Systems with Applications, 2022 - Elsevier
Automated person recognition is an essential field to preserve individual privacy in
biometrics. A conventional system performs the recognition, but inaccurate detection of …
biometrics. A conventional system performs the recognition, but inaccurate detection of …
A theoretical analysis of continuous firing condition for pulse-coupled neural networks with its applications
X Jin, P Zhang, Y He, Q Jiang, P Wang, J Hou… - … Applications of Artificial …, 2023 - Elsevier
The pulse-coupled neural network (PCNN) has become a popular biology-inspired model
because of its remarkable performance, such as image fusion, segmentation, and …
because of its remarkable performance, such as image fusion, segmentation, and …
A hybrid proposed image quality assessment and enhancement framework for finger vein recognition
K Shaheed, I Qureshi - Multimedia Tools and Applications, 2024 - Springer
Finger vein recognition (FVR) is a biometric trait that can authenticate the person in real-time
applications. However, finger vein (FV) images are generally poor due to various …
applications. However, finger vein (FV) images are generally poor due to various …