Biometric iris recognition using radial basis function neural network

M Dua, R Gupta, M Khari, RG Crespo - Soft Computing, 2019 - Springer
… The consistent and efficient method for the identification of biometrics is the iris recognition
in … algorithm for the iris patterns classification. In this paper, segmentation of iris is performed …

How iris recognition works

J Daugman - The essential guide to image processing, 2009 - Elsevier
iris recognition algorithms and presents results of 9.1 million comparisons among eye images
from trials in Britain, the USA, Japan, and Korea. The key to iris recognition … two iris patterns…

New methods in iris recognition

J Daugman - IEEE Transactions on Systems, Man, and …, 2007 - ieeexplore.ieee.org
… ” camera interface with iris recognition on the move, … iris recognition that aim to simultaneously
improve at both extremes. Sections II–IV present new methods of image processing for iris

Fast and accurate iris segmentation based on linear basis function and ransac

K Wang, Y Qian - 2011 18th IEEE International Conference on …, 2011 - ieeexplore.ieee.org
Iris segmentation is a component of iris recognition system, … iris inner boundary accurately,
while it is reported that the iris … The basis functions we choose in the linear basis function …

A new iris recognition method using independent component analysis

SI Noh, K Bae, KR Park, J Kim - IEICE transactions on information …, 2005 - search.ieice.org
… the 1D-ICA basis functions which can represent the iris signal. And we introduce a method
to refine the ICA basis functions for extracting distinctive iris features. The coefficients trans…

Iris recognition

J Daugman - Handbook of biometrics, 2008 - Springer
… This “doubly-dimensionless pseudo-polar coordinate system” was the basis of my original
paper on iris recognition [11] and Patent [1], and this iris coordinate system was incorporated …

Iris recognition based on DLDA

C Liu, M Xie - … International Conference on Pattern Recognition …, 2006 - ieeexplore.ieee.org
basis function is very important to wavelet transform. Here, we choose different wavelet basis
function to … From the table (2) we can see that selecting wavelet basis function have almost …

An intelligent method for iris recognition using supervised machine learning techniques

N Ahmadi, M Nilashi, S Samad, TA Rashid… - Optics & Laser …, 2019 - Elsevier
… human identification not only the iris pattern is well-known … we propose the extravagant
iris recognition methods that are … extraction and hybrid radial basis function neural network (…

A neural network based approach for iris recognition based on both eyes

M Sharkas - 2016 SAI Computing Conference (SAI), 2016 - ieeexplore.ieee.org
… Many types of artificial neural networks exist including feedforward neural networks,
radial basis function (RBF) networks, Kohonen selforganizing networks, recurrent networks, …

Iris recognition using SVM and ANN

SS Salve, SP Narote - 2016 International Conference on …, 2016 - ieeexplore.ieee.org
… 92.5 Radial basis function kernel and polynomial kernel are two kernels of SVM which we
are implemented. The classification results given by using RBF kernel and polynomial kernel …