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Iris recognition on GPU with the usage of Non-Negative Matrix Factorization

Petr Gajdos, Jan Platos, Pavel Moravec
Dept. of Comput. Sci., VSB – Tech. Univ. of Ostrava, Ostrava-Poruba, Czech Republic
10th International Conference on Intelligent Systems Design and Applications (ISDA), 2010

@inproceedings{gajdos2010iris,

   author={Gajdos, Petr and Platos, Jan and Moravec, Pavel},

   title={Iris recognition on GPU with the usage of Non-Negative Matrix Factorization},

   booktitle={10th International Conference on Intelligent Systems Design and Applications (ISDA), 2010},

   pages={894-899},

   year={2010}

}

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In this paper, we describe an alternative method of the recognition of human irises with the usage of Non-Negative Matrix Factorization. The proposed method has been implemented on graphic processor unit (GPU) which makes the method usable in the real world due to short computation time.
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