Optimal Features Subset Selection and Classification for Iris Recognition

The selection of the optimal features subset and the classification have become an important issue in the field of iris recognition. We propose a feature selection scheme based on the multiobjectives genetic algorithm (MOGA) to improve the recognition accuracy and asymmetrical support vector machine...

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Bibliographic Details
Main Authors: Prabir Bhattacharya, Kaushik Roy
Format: Article
Language:English
Published: SpringerOpen 2008-06-01
Series:EURASIP Journal on Image and Video Processing
Online Access:http://dx.doi.org/10.1155/2008/743103