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 …

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 …

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 …

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 …

[HTML][HTML] 生物特征识别学科发展报告

孙哲南, 赫然, 王亮, 阚美娜, 冯建江, 郑方, 郑伟诗… - 2021 - cjig.cn
摘要从手机解锁, 小区门禁到餐厅吃饭, 超市收银, 再到高铁进站, 机场安检以及医院看病, 人脸,
虹膜和指纹等生物特征已成为人们进入万物互联世界的数字身份证. 生物特征识别赋予机器自动 …

Extraction and cross-matching of palm-vein and palmprint from the RGB and the NIR spectrums for identity verification

S Cho, BS Oh, KA Toh, Z Lin - IEEE Access, 2019 - ieeexplore.ieee.org
In this paper, we propose a novel cross-spectral matching system for identity verification
based on the palm-vein and the palmprint acquired from the visible (RGB) and the near …

[PDF][PDF] Palmprint recognition system based on proposed features extraction and (c5. 0) decision tree, k-nearest neighbour (knn) classification approaches

MS Kadhm, H Ayad, MJ Mohammed - J. Eng. Sci. Technol, 2021 - portal.arid.my
In the biometrics research area, palmprint recognition system is gaining the most popularity.
Significant performances have been achieved in the state-of-the-art palmprint recognition …

Boosting unconstrained palmprint recognition with adversarial metric learning

J Zhu, D Zhong, K Luo - IEEE Transactions on Biometrics …, 2020 - ieeexplore.ieee.org
With great potential and prospects in the market, palmprint recognition has also aroused
wide concern in the academic community. However, there are yet some burning issues …

Deep learning feature extraction for multispectral palmprint identification

K Bensid, D Samai, FZ Laallam… - Journal of Electronic …, 2018 - spiedigitallibrary.org
Person's identity validation is becoming much more essential due to the increasing demand
for high-security systems. A biometric system testifies the authenticity of specific …

Orientation field code hashing: A novel method for fast palmprint identification

X Chen, M Yu, F Yue, B Li - IEEE/CAA Journal of Automatica …, 2020 - ieeexplore.ieee.org
For a large-scale palmprint identification system, it is necessary to speed up the
identification process to reduce the response time and also to have a high rate of …