Iris Recognition Method Based on ICA and SVM
Feng Li, Guoyan Liu · Mini-micro Systems · 2005
In this paper,a new iris recognition algorithm based on Independent Component Analysis and Support Vector Machine was proposed.ICA is applied to extract iris feature and SVM is used in pattern matching.Compared with Gabor wavelet method, the size of an iris code and the processing time of the feature extraction are significantly reduced.Experimental results show that the proposed system could be used for a personal identification system in an efficient and effective manner.