Title :
Feature based iris recognition system functioning on extraction of 2D features
Author :
Agrawal, Arjun ; Bindra, Gundeep Singh ; Sharma, Priyanka
Author_Institution :
Infosys Ltd., Bangalore, India
Abstract :
In this paper a novel and simple iris feature extraction technique is proposed for iris recognition of high performance. We use one dimensional circular ring to represent iris features. The reduced and significant features afterward are extracted by Sobel Operator and 1-D wavelet transform. To improve the accuracy, this paper combines uses Euclidean Distance for classification.
Keywords :
feature extraction; geometry; image classification; iris recognition; particle swarm optimisation; wavelet transforms; 1-D wavelet transform; 2D features; Euclidean distance; Sobel operator; feature based iris recognition system; image classification; iris feature extraction technique; one dimensional circular ring; particle swarm optimization; reduced features; significant features; Feature extraction; Filter banks; Image segmentation; Iris recognition; Multiresolution analysis; Wavelet transforms; iris recognition; particle swarm optimization; probabilistic neural network; wavelet transform;
Conference_Titel :
Application of Information and Communication Technologies (AICT), 2012 6th International Conference on
Conference_Location :
Tbilisi
Print_ISBN :
978-1-4673-1739-9
DOI :
10.1109/ICAICT.2012.6398476
