Aspects of MATLAB usage on computational cluster for solving of biometrics problems

Автор: Karpov Alexey Valerievich, Komogortsev Oleg Vladimirovich

Журнал: Математическая физика и компьютерное моделирование @mpcm-jvolsu

Рубрика: Информационные технологии

Статья в выпуске: 1 (16), 2012 года.

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The paper considers the particular use of MATLAB for mathematical modeling on computational cluster at the Texas State University - San Marcos. The considered problem is to study the possibility of person identification based on biometric information from human eye. From recorded trajectories parameters of oculomotor plant were extracted. These parameteres should produce simulated trajectories with minimal difference from actual ones. This extraction is a solving of mathematical optimization problem. Due to a large amount of data this requires significant CPU time. To speed up the estimation of parameters a parallel program was written in the MATLAB language.

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Biometrics, bioinformatics, parallel programming, matlab, computational cluster, oculomotor plant

Короткий адрес: https://sciup.org/14968700

IDR: 14968700

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