Biometrics recognition using deep learning: A survey

S Minaee, A Abdolrashidi, H Su, M Bennamoun… - Artificial Intelligence …, 2023 - Springer
In the past few years, deep learning-based models have been very successful in achieving
state-of-the-art results in many tasks in computer vision, speech recognition, and natural …

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 …

[HTML][HTML] 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 …

Palmprint recognition in uncontrolled and uncooperative environment

WM Matkowski, T Chai… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Online palmprint recognition and latent palmprint identification are two branches of
palmprint studies. The former uses middle-resolution images collected by a digital camera in …

Graph regularized residual subspace clustering network for hyperspectral image clustering

Y Cai, M Zeng, Z Cai, X Liu, Z Zhang - Information Sciences, 2021 - Elsevier
Hyperspectral image (HSI) clustering is a challenging task due to the high complexity of HSI
data. Subspace clustering methods have achieved promising clustering performance in HSI …

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 …

Consensus guided incomplete multi-view spectral clustering

J Wen, H Sun, L Fei, J Li, Z Zhang, B Zhang - Neural Networks, 2021 - Elsevier
Incomplete multi-view clustering which aims to solve the difficult clustering challenge on
incomplete multi-view data collected from diverse domains with missing views has drawn …

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

W Jia, J Gao, W Xia, 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 …

Joint constrained least-square regression with deep convolutional feature for palmprint recognition

S Zhao, B Zhang - IEEE Transactions on Systems, Man, and …, 2020 - ieeexplore.ieee.org
Various palmprint recognition methods have been proposed and applied in security,
particularly authentication. However, improving the performance of palmprint recognition …

Learning salient and discriminative descriptor for palmprint feature extraction and identification

S Zhao, B Zhang - IEEE transactions on neural networks and …, 2020 - ieeexplore.ieee.org
Palmprint recognition has been widely applied in security and, particularly, authentication. In
the past decade, various palmprint recognition methods have been proposed and achieved …