Title :
Iris recognition on GPU with the usage of Non-Negative Matrix Factorization
Author :
Gajdo, Petr ; Plato, Jan ; Moravec, Pavel
Author_Institution :
Dept. of Comput. Sci., VSB - Tech. Univ. of Ostrava, Ostrava-Poruba, Czech Republic
fDate :
Nov. 29 2010-Dec. 1 2010
Abstract :
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.
Keywords :
computer graphic equipment; coprocessors; iris recognition; matrix decomposition; GPU; graphic processor unit; iris recognition; nonnegative matrix factorization; GPU; Information retrieval; Iris Recognition; Non-negative Matrix Factorization;
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2010 10th International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-8134-7
DOI :
10.1109/ISDA.2010.5687076
