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 …

Multiview-learning-based generic palmprint recognition: a literature review

S Zhao, L Fei, J Wen - Mathematics, 2023 - mdpi.com
Palmprint recognition has been widely applied to security authentication due to its rich
characteristics, ie, local direction, wrinkle, and texture. However, different types of palmprint …

PKLNet: Keypoint localization neural network for touchless palmprint recognition based on edge-aware regression

X Liang, D Fan, J Yang, W Jia, G Lu… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
The usage of touchless palmprint recognition (PPR) increases due to its acceptant
interaction mode. However, the region of interest (ROI) localization at a distance is quite …

An unconstrained palmprint region of interest extraction method based on lightweight networks

C Lin, Y Chen, X Zou, X Deng, F Dai, J You, J **ao - Plos one, 2024 - journals.plos.org
Accurately extracting the Region of Interest (ROI) of a palm print was crucial for subsequent
palm print recognition. However, under unconstrained environmental conditions, the user's …

Alzheimer's disease prediction algorithm based on de-correlation constraint and multi-modal feature interaction

J Cheng, H Wang, S Wei, J Mei, F Liu… - Computers in biology and …, 2024 - Elsevier
Alzheimer's disease (AD) is a neurodegenerative disease characterized by various
pathological changes. Utilizing multimodal data from Fluorodeoxyglucose positron emission …

Touchless palmprint recognition based on 3D Gabor template and block feature refinement

X Liang, Z Li, D Fan, J Li, W Jia, D Zhang - Knowledge-Based Systems, 2022 - Elsevier
With the growing demand for hand hygiene, touchless palmprint recognition has made great
strides recently, providing an effective solution for personal identification. Despite many …

A realistic hand image composition method for Palmprint Roi embedding attack

L Yan, L Leng, ABJ Teoh, C Kim - Applied Sciences, 2024 - mdpi.com
Palmprint recognition (PPR) has recently garnered attention due to its robustness and
accuracy. Many PPR methods rely on preprocessing the region of interest (ROI). However …

Review of Deep Learning Methods for Palm Vein Recognition.

TAN Zhenlin, LIU Ziliang, H Aiquan… - Journal of …, 2024 - search.ebscohost.com
Palm vein recognition, as a new infrared biometrics technology, has become one of the
research hotspots in the field of biometric recognition because of its advantages of high …

Deep Learning in Palmprint Recognition-A Comprehensive Survey

C Gao, Z Yang, W Jia, L Leng, B Zhang… - arxiv preprint arxiv …, 2025 - arxiv.org
Palmprint recognition has emerged as a prominent biometric technology, widely applied in
diverse scenarios. Traditional handcrafted methods for palmprint recognition often fall short …

YOLOV7-TMV3: Lightweight Non-Contact Palm Print Region of Interest Segmentation Model

X Sun, T Xue - 2023 IEEE 5th International Conference on …, 2023 - ieeexplore.ieee.org
With the development of science and the progress of the times, more and more biometric
technologies including face recognition, fingerprint recognition, palmprint recognition, iris …