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 …

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 …

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 …

Convolutional neural network for finger-vein-based biometric identification

R Das, E Piciucco, E Maiorana… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The use of human finger-vein traits for the purpose of automatic user recognition has gained
a lot of attention in recent years. Current state-of-the-art techniques can provide relatively …

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 algorithm based on lightweight deep convolutional neural network

J Shen, N Liu, C Xu, H Sun, Y Xiao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Even though the deep neural networks have strong feature representation capability and
high recognition accuracy in finger vein recognition, the deep models are computationally …

Fingerprint classification and identification algorithms for criminal investigation: A survey

KN Win, K Li, J Chen, PF Viger, K Li - Future Generation Computer Systems, 2020 - Elsevier
Fingerprint plays a fundamental role in community security and criminal investigation, such
as forensic investigation, law enforcement, customs access and public security organs. This …

Finger vein recognition with anatomy structure analysis

L Yang, G Yang, Y Yin, X Xi - … on Circuits and Systems for Video …, 2017 - ieeexplore.ieee.org
Finger vein recognition has received a lot of attention recently and is viewed as a promising
biometric trait. In related methods, vein pattern-based methods explore intrinsic finger vein …

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
Finger-vein-based biometric recognition technology has recently attracted the attention of
both academia and industry because of its robustness against presentation attacks and the …

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 …