Towards the generation of synthetic images of palm vein patterns: A review

EH Salazar-Jurado, R Hernández-García… - Information …, 2023 - Elsevier
With the recent success of computer vision and deep learning, remarkable progress has
been achieved on automatic personal recognition using vein biometrics. However, collecting …

Toward unconstrained palmprint recognition on consumer devices: A literature review

AS Ungureanu, S Salahuddin, P Corcoran - IEEE Access, 2020 - ieeexplore.ieee.org
As a biometric modality, palmprints have been largely under-utilized, but they offer some
advantages over fingerprints and facial biometrics. Recent improvements in imaging …

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 …

Intelligent deep models based on scalograms of electrocardiogram signals for biometrics

YH Byeon, SB Pan, KC Kwak - Sensors, 2019 - mdpi.com
This paper conducts a comparative analysis of deep models in biometrics using scalogram
of electrocardiogram (ECG). A scalogram is the absolute value of the continuous wavelet …

A multi-spectral palmprint fuzzy commitment based on deep hashing code with discriminative bit selection

T Wu, L Leng, MK Khan - Artificial Intelligence Review, 2023 - Springer
Direct usage of original biometric features/templates definitely leads to serious privacy
leakage. In biometric cryptosystems, a biometric key is generated and then strictly protected …

A performance evaluation of classic convolutional neural networks for 2D and 3D palmprint and palm vein recognition

W Jia, J Gao, W **a, Y Zhao, H Min, JT Lu - International Journal of …, 2021 - Springer
Palmprint recognition and palm vein recognition are two emerging biometrics technologies.
In the past two decades, many traditional methods have been proposed for palmprint …

EEPNet: An efficient and effective convolutional neural network for palmprint recognition

W Jia, Q Ren, Y Zhao, S Li, H Min, Y Chen - Pattern Recognition Letters, 2022 - Elsevier
Palmprint recognition is an important biometrics technology. In recent years, a lot of
palmprint recognition methods based on convolution neural networks (CNNs) have been …

Double-cohesion learning based multiview and discriminant palmprint recognition

S Zhao, J Wu, L Fei, B Zhang, P Zhao - Information Fusion, 2022 - Elsevier
Palmprint recognition has been widely used in security authentication. However, most of the
existing palmprint representation methods are focused on a special application scenario …

Label enhancement-based multiscale transformer for palm-vein recognition

H Qin, C Gong, Y Li, X Gao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Vein biometrics is a high-security and privacy-preserving identification technology that has
received increasing attentions. Although deep neural networks (DNNs), such as …

Centralized large margin cosine loss for open-set deep palmprint recognition

D Zhong, J Zhu - IEEE Transactions on Circuits and Systems …, 2019 - ieeexplore.ieee.org
As one promising branch of biometrics, palmprint recognition has received significant
attention and made extraordinary progress in the past decades. The crucial step of palmprint …