International Journal of Computer Applications |
Foundation of Computer Science (FCS), NY, USA |
Volume 68 - Number 20 |
Year of Publication: 2013 |
Authors: V. Saishanmuga Raja, S. P. Rajagopalan |
10.5120/11699-7431 |
V. Saishanmuga Raja, S. P. Rajagopalan . IRIS Recognition System using Neural Network and Genetic Algorithm. International Journal of Computer Applications. 68, 20 ( April 2013), 49-53. DOI=10.5120/11699-7431
In this paper, the author proposes a method for personal identification based on iris recognition using Genetic algorithm and Neural Network. The process of iris recognition consists of localization of the iris region and generation of data set of iris images followed by iris pattern recognition. A Neural Network is used to reduce the low recognition rate, low accuracy and increased time of recovery. Here the genetic algorithm is used to optimize the Neural Networks parameters. The simulation results show a good identification rate and reduced training time.