Feature extraction for 3-D palmprint recognition: A survey

L Fei, B Zhang, W Jia, J Wen… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The 3-D palmprint recognition has been investigated for over ten years, and various
methods have been proposed for 3-D palmprint recognition. In this article, we present a …

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 …

Cross-domain palmprint recognition via regularized adversarial domain adaptive hashing

X Du, D Zhong, H Shao - … on Circuits and Systems for Video …, 2020 - ieeexplore.ieee.org
As an effective method of biometrics, palmprint recognition allows the safe identity
recognition of humans without spatial and temporal limitations. To build a more robust …

Innovative contactless palmprint recognition system based on dual-camera alignment

X Liang, Z Li, D Fan, B Zhang, G Lu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Recently, contactless bimodal palmprint recognition technology has attracted increased
attention due to the COVID-19 pandemic. Many dual-camera-based sensors have been …

2D and 3D palmprint and palm vein recognition based on neural architecture search

W Jia, W Xia, Y Zhao, H Min, YX Chen - International Journal of Automation …, 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 …

Triple-type feature extraction for palmprint recognition

L Wu, Y Xu, Z Cui, Y Zuo, S Zhao, L Fei - Sensors, 2021 - mdpi.com
Palmprint recognition has received tremendous research interests due to its outstanding
user-friendliness such as non-invasive and good hygiene properties. Most recent palmprint …

Palmprint recognition using siamese network

D Zhong, Y Yang, X Du - … : 13th Chinese Conference, CCBR 2018, Urumqi …, 2018 - Springer
Recently, palmprint representation using different descriptors under the incorporation of
deep neural networks, always achieves significant recognition performance. In this paper …

A modified chaotic binary particle swarm optimization scheme and its application in face-iris multimodal biometric identification

Q Xiong, X Zhang, X Xu, S He - Electronics, 2021 - mdpi.com
In order to improve the recognition rate of the biometric identification system, the features of
each unimodal biometric are often combined in a certain way. However, there are some …

Palmprint Recognition: Extensive exploration of databases, methodologies, comparative assessment, and future directions

N Amrouni, A Benzaoui, A Zeroual - Applied Sciences, 2023 - mdpi.com
This paper presents a comprehensive survey examining the prevailing feature extraction
methodologies employed within biometric palmprint recognition models. It encompasses a …

Toward efficient palmprint feature extraction by learning a single-layer convolution network

L Fei, S Zhao, W Jia, B Zhang, J Wen… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
In this article, we propose a collaborative palmprint-specific binary feature learning method
and a compact network consisting of a single convolution layer for efficient palmprint feature …