Advanced Palmprint Recognition Algorithms and Its Applications

S Zhao - 2020 - search.proquest.com
Palmprint recognition has attracted significant attentions for high-level security
authentication. However, many issues also limit its wider applications, ie, open capture …

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 …

Deep discriminative representation for generic palmprint recognition

S Zhao, B Zhang - Pattern Recognition, 2020 - Elsevier
State-of-the-art palmprint recognition methods have achieved significant performances.
However, most of the existing methods are focused on particular scenarios such as a …

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 …

Multi-scale discriminant representation for generic palmprint recognition

L Yu, Q Yi, K Zhou - Neural Computing and Applications, 2023 - Springer
Palmprint shows great potential in biometric-based security due to its advantages of great
stability, easy collection, and high accuracy. However, with insufficient training samples, how …

SYEnet: Simple yet effective network for palmprint recognition

S Ma, Q Hu, S Zhao, S Chen, L Jiang - Information Sciences, 2024 - Elsevier
Palmprint recognition techniques have been widely applied in security authentication. As a
typical image processing method, convolutional neural network (CNN) has been applied to …

Joint deep convolutional feature representation for hyperspectral palmprint recognition

S Zhao, B Zhang, CLP Chen - Information Sciences, 2019 - Elsevier
With discriminative information from various spectrums, hyperspectral imaging analysis has
recently attracted more and more considerable research attention. This increase can also be …

Deep palmprint recognition algorithm based on self-supervised learning and uncertainty loss

R Fan, X Han - Signal, Image and Video Processing, 2024 - Springer
With the rapid development of deep learning technology, an increasing number of people
are adopting palmprint recognition algorithms based on deep learning for identity …

GLCM based texture features for palmprint identification system

YL Malathi Latha, MVNK Prasad - … Intelligence in Data Mining-Volume 1 …, 2015 - Springer
In this paper, a new Palmprint recognition technique is introduced based on the gray-level
co-occurrence matrix (GLCM). GLCM represents the distributions of the intensities and the …

Appearance-based bidirectional representation for palmprint recognition

J Cui, J Wen, Z Fan - Multimedia Tools and Applications, 2015 - Springer
The palmprint recognition methods can be categorized as the feature-based methods and
the appearance-based methods. The conventional appearance-based representation …