Learning gabor magnitude features for palmprint recognition

R Chu, Z Lei, Y Han, R He, SZ Li - Asian Conference on Computer Vision, 2007 - Springer
Palmprint recognition, as a new branch of biometric technology, has attracted much attention
in recent years. Various palmprint representations have been proposed for recognition …

Robust palmprint identification based on directional representations and compressed sensing

H Li, J Zhang, L Wang - Multimedia tools and applications, 2014 - Springer
In this paper, we propose a novel approach for palmprint recognition, which contains two
interesting components: directional representation and compressed sensing. Gabor …

Palmprint verification using GridPCA for Gabor features

HT Van, PQ Tat, TH Le - Proceedings of the 2nd Symposium on …, 2011 - dl.acm.org
Palmprint recognition is a challenging problem for reliable person authentication due to the
complex patterns of palmprint image. In this paper, we propose a novel algorithm for …

GridLDA of Gabor wavelet features for palmprint identification

HT Van, TH Le - Proceedings of the 3rd Symposium on Information and …, 2012 - dl.acm.org
In this paper, we propose a novel palmprint recognition algorithm based on using GridLDA
for Gabor wavelet features. Our proposed method includes two main steps for palmprint …

Mean and standard deviation as features for palmprint recognition based on Gabor filters

M Mu, Q Ruan - International Journal of Pattern Recognition and …, 2011 - World Scientific
The two-dimensional (2D) Gabor function has been recognized as a very useful tool in
feature extraction of image, due to its optimal localization properties in both spatial and …

Gabor filter and texture based features for palmprint recognition

A Younesi, MC Amirani - Procedia Computer Science, 2017 - Elsevier
In this paper, we propose an efficient personal identification system based on palmprint
recognition. Palmprint is widely used in biometric-based identification system. Palmprint is …

Local orientation binary pattern with use for palmprint recognition

L Fei, Y Xu, S Teng, W Zhang, W Tang… - Biometric Recognition: 12th …, 2017 - Springer
In this paper, we extensively exploit the discriminative orientation features of palmprint,
including the principal orientation and corresponding orientation confidence, and further …

An improved 2dlpp method on gabor features for palmprint recognition

X Pan, QQ Ruan, YX Wang - 2007 IEEE International …, 2007 - ieeexplore.ieee.org
We propose an improved 2DLPP method on Gabor features (I2DLPPG) for palmprint
recognition in this paper. 2DPCA is first utilized for dimensionality reduction of Gabor feature …

Kernel principal component analysis of Gabor features for palmprint recognition

M Aykut, M Ekinci - Advances in Biometrics: Third International Conference …, 2009 - Springer
This paper presents Gabor-based kernel Principal Component Analysis (KPCA) method by
integrating the Gabor wavelet and the KPCA methods for palmprint recognition. The intensity …

Palmprint recognition with improved two-dimensional locality preserving projections

X Pan, QQ Ruan - Image and Vision Computing, 2008 - Elsevier
Recently, two-dimensional locality preserving projections (2DLPP) was proposed to extract
features directly from image matrices based on locality preserving criterion. Though 2DLPP …