A combination of genetic algorithm, particle swarm optimization and neural network for palmprint recognition

AA Altun - Neural Computing and Applications, 2013 - Springer
In this study, a new approach to the palmprint recognition phase is presented. 2D Gabor
filters are used for feature extraction of palmprints. After Gabor filtering, standard deviations …

[PDF][PDF] Palmprint recognition system using 2-D Gabor and SVM as classifier

H Sherawat, S Dalal - IJITR, 2016 - core.ac.uk
From security point of view, Palmprint recognition has become a powerful means in person
identification due to rich information in palmprint. Palmprint recognition typically consists of …

Toward palmprint recognition methodology based machine learning techniques

MM Ata, KM Elgamily, MA Mohamed - European Journal of Electrical …, 2020 - ejece.org
The presented paper proposes an algorithm for palmprint recognition using seven different
machine learning algorithms. First of all, we have proposed a region of interest (ROI) …

[PDF][PDF] Palmprint Recognition Based on Edge Detection Features and Convolutional Neural Network

I Putra, D Witarsyah, M Saputra… - Int. J. Adv. Sci. Eng. Inf …, 2021 - simdos.unud.ac.id
Research on biometric technology get much attention from researchers who interest in the
recognition system. One of the biometric objects that will continue to be developed is the …

[PDF][PDF] Transform based approaches for Palmprint Identification

K Vaidehi, TS Subashini, V Ramalingam… - International Journal of …, 2012 - academia.edu
In this paper, identification of a person is carried out using Discrete Cosine Transform (DCT)
and Discrete Wavelet Transform (DWT) coefficients as palmprint features. Dimensionality …

High performance palmprint identification system based on two dimensional gabor

IKGD Putra, E Erdiawan - … Computing Electronics and Control), 2010 - telkomnika.uad.ac.id
The palmprint is a new recognition method in physiological biometrics. In palmprint region of
interest (ROI), the segmentation and feature extraction are two important issues. The main …

[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 …

[PDF][PDF] Multifeature palmprint recognition using feature level fusion

R Gayathri, P Ramamoorthy - International Journal of Engineering …, 2012 - Citeseer
Palmprint verification is an important tool for authentication of an individual and it can be of
significant value in security and e-commerce applications. Palmprint identification has …

[PDF][PDF] Survey of palmprint recognition

P Somvanshi, M Rane - International Journal of Scientific & Engineering …, 2012 - Citeseer
A biometric system is essentially a pattern recognition system which makes a personal
identification by determining the authenticity of a specific physiological or behavioral …

GLCM based texture features for palmprint identification system

YLM Latha, M Prasad - Computational intelligence in data mining, 2015 - Springer
In this paper, a new Palmprint recognition technique is introduced based on the gray-level
co-occurrence matrix (GLCM). GLCM represents the distributions of the intensities and the …