Title :
Feature based iris recognition system functioning on extraction of 2D features
Author :
Bindra, Gundeep Singh ; Agrawal, Arjun ; Sharma, Priyanka
Author_Institution :
Comput. Sci. Dept., Columbia Univ., New York, NY, USA
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; iris recognition; wavelet transforms; 1D wavelet transform; 2D feature extraction; Euclidean Distance; Sobel operator; feature based iris recognition system; iris feature extraction technique; one dimensional circular ring; Feature extraction; Filter banks; Image segmentation; Iris recognition; Multiresolution analysis; Wavelet transforms; iris recognition; particle swarm optimization; probabilistic neural network; wavelet transform;
Conference_Titel :
System Engineering and Technology (ICSET), 2012 International Conference on
Conference_Location :
Bandung
Print_ISBN :
978-1-4673-2375-8
DOI :
10.1109/ICSEngT.2012.6339341
