DS-CNN: A pre-trained Xception model based on depth-wise separable convolutional neural network for finger vein recognition

K Shaheed, A Mao, I Qureshi, M Kumar… - Expert Systems with …, 2022 - Elsevier
Finger vein recognition received special attention among all other biometric traits due to its
high security. Adequate recognition and classification accuracy ensure the security of …

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 …

Real-time remote health monitoring systems using body sensor information and finger vein biometric verification: A multi-layer systematic review

AH Mohsin, AA Zaidan, BB Zaidan, AS Albahri… - Journal of medical …, 2018 - Springer
The development of wireless body area sensor networks is imperative for modern
telemedicine. However, attackers and cybercriminals are gradually becoming aware in …

Convolutional neural network-based finger-vein recognition using NIR image sensors

HG Hong, MB Lee, KR Park - Sensors, 2017 - mdpi.com
Conventional finger-vein recognition systems perform recognition based on the finger-vein
lines extracted from the input images or image enhancement, and texture feature extraction …

Finger-vein recognition based on deep DenseNet using composite image

JM Song, W Kim, KR Park - Ieee Access, 2019 - ieeexplore.ieee.org
Finger-vein recognition has the advantages of high immutability, as finger veins are located
under the skin, high user convenience, as a non-invasive and contactless capture device, is …

Convolutional autoencoder model for finger-vein verification

B Hou, R Yan - IEEE Transactions on Instrumentation and …, 2019 - ieeexplore.ieee.org
This paper presents a novel deep learning-based method that integrates a Convolutional
Auto-Encoder (CAE) with support vector machine (SVM) for finger-vein verification. The CAE …

Towards finger-vein image restoration and enhancement for finger-vein recognition

J Yang, Y Shi - Information Sciences, 2014 - Elsevier
Biometric recognition based on human finger-vein patterns is an emerging technique and
has been receiving increasing attention. Due to light attenuation in biological tissue, the …

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 verification using Gabor filter and SIFT feature matching

J Peng, N Wang, AA Abd El-Latif, Q Li… - … information hiding and …, 2012 - ieeexplore.ieee.org
In this paper, a novel method to verify the infrared finger-vein patterns is proposed for
biometric purposes. Firstly, we select parameters for Gabor filter with eight orientations to …

Accurate ROI localization and hierarchical hyper-sphere model for finger-vein recognition

J Yang, J Wei, Y Shi - Neurocomputing, 2019 - Elsevier
Recently, the finger-vein (FV) trait has attracted substantial attentions for personal
recognition in biometric community, and some FV-based biometric systems have been well …