Palmprint verification based on robust line orientation code

W Jia, DS Huang, D Zhang - Pattern Recognition, 2008 - Elsevier
In this paper, we propose a novel robust line orientation code for palmprint verification,
whose performance is improved by using three strategies. Firstly, a modified finite Radon …

A constructive hybrid structure optimization methodology for radial basis probabilistic neural networks

DS Huang, JX Du - IEEE Transactions on neural networks, 2008 - ieeexplore.ieee.org
In this paper, a novel heuristic structure optimization methodology for radial basis
probabilistic neural networks (RBPNNs) is proposed. First, a minimum volume covering …

Palmprint verification using binary orientation co-occurrence vector

Z Guo, D Zhang, L Zhang, W Zuo - Pattern Recognition Letters, 2009 - Elsevier
The development of accurate and robust palmprint verification algorithms is a critical issue in
automatic palmprint authentication systems. Among various palmprint verification …

Personal authentication using finger knuckle surface

A Kumar, C Ravikanth - IEEE Transactions on Information …, 2009 - ieeexplore.ieee.org
This paper investigates a new approach for personal authentication using fingerback
surface imaging. The texture pattern produced by the finger knuckle bending is highly …

An automated palmprint recognition system

T Connie, ATB Jin, MGK Ong, DNC Ling - Image and Vision computing, 2005 - Elsevier
Recently, biometric palmprint has received wide attention from researchers. It is well-known
for several advantages such as stable line features, low-resolution imaging, low-cost …

Histogram of oriented lines for palmprint recognition

W Jia, RX Hu, YK Lei, Y Zhao… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Subspace learning methods are very sensitive to the illumination, translation, and rotation
variances in image recognition. Thus, they have not obtained promising performance for …

Personal recognition using hand shape and texture

A Kumar, D Zhang - IEEE Transactions on image processing, 2006 - ieeexplore.ieee.org
This paper proposes a new bimodal biometric system using feature-level fusion of hand
shape and palm texture. The proposed combination is of significance since both the …

A face and palmprint recognition approach based on discriminant DCT feature extraction

XY Jing, D Zhang - IEEE Transactions on Systems, Man, and …, 2004 - ieeexplore.ieee.org
In the field of image processing and recognition, discrete cosine transform (DCT) and linear
discrimination are two widely used techniques. Based on them, we present a new face and …

Palmprint and palmvein recognition based on DCNN and a new large-scale contactless palmvein dataset

L Zhang, Z Cheng, Y Shen, D Wang - Symmetry, 2018 - mdpi.com
Among the members of biometric identifiers, the palmprint and the palmvein have received
significant attention due to their stability, uniqueness, and non-intrusiveness. In this paper …

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 …