Decade progress of palmprint recognition: A brief survey

D Zhong, X Du, K Zhong - Neurocomputing, 2019 - Elsevier
As an advanced research topic in biometrics techniques, palmprint recognition has been
fully studied for more than 20 years. Due to its superiority to other biological features, ie high …

Feature extraction methods for palmprint recognition: A survey and evaluation

L Fei, G Lu, W Jia, S Teng… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Palmprint processes a number of unique features for reliable personal recognition.
However, different types of palmprint images contain different dominant features. Instead …

[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 …

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 …

3D palmprint identification using block-wise features and collaborative representation

L Zhang, Y Shen, H Li, J Lu - IEEE transactions on pattern …, 2014 - ieeexplore.ieee.org
Developing 3D palmprint recognition systems has recently begun to draw attention of
researchers. Compared with its 2D counterpart, 3D palmprint has several unique merits …

3D palmprint identification combining blocked ST and PCA

X Bai, N Gao, Z Zhang, D Zhang - Pattern Recognition Letters, 2017 - Elsevier
Three dimensional (3D) palmprint technologies have been widely studied as a method of
human identification and recognition, because they offer unique merits over their 2D …

Complete binary representation for 3-D palmprint recognition

L Fei, G Lu, W Jia, J Wen… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
3-D palmprint recognition has attracted a wide range of attentions due to its potential for
civilian applications. Designing an effective representation is a key problem for the 3-D …

Person recognition using 3-D palmprint data based on full-field sinusoidal fringe projection

X Bai, N Gao, Z Zhang, D Zhang - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Palmprint-based biometrics has been widely studied for human recognition. However, for
feature extraction and matching, most of the current systems use a 2-D image, which can be …

3D palmprint recognition using unsupervised convolutional deep learning network and SVM classifier

M Chaa, Z Akhtar, A Attia - IET Image Processing, 2019 - Wiley Online Library
Since past decade, efforts are afoot to design better hand‐based automatic person
recognition systems. Among the various hand‐based biometric traits, palmprint as a …

Precision direction and compact surface type representation for 3D palmprint identification

L Fei, B Zhang, Y Xu, W Jia, J Wen, J Wu - Pattern Recognition, 2019 - Elsevier
Compared with its 2D counterpart, a 3D palmprint image contains not only the 3D structure-
based but also the 2D texture-based features of the palmprint. In this paper, we propose a …