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ЖУРНАЛЫ // Компьютерная оптика // Архив

Компьютерная оптика, 2017, том 41, выпуск 4, страницы 585–587 (Mi co425)

Эта публикация цитируется в 4 статьях

SHORT COMMUNICATIONS

Parallel implementation of the informative areas generation method in the spatial spectrum domain

N. S. Kravtsovaa, R. A. Paringerab, A. V. Kupriyanovab

a Samara National Research University, Samara, Russia
b Image Processing Systems Institute of the RAS - Branch of the FSRC "Crystallography and Photonics" RAS, Samara, Russia

Аннотация: This paper proposes a parallel implementation of the image informative segments extraction method. The images are segmented in the spatial spectrum domain. The median energy in each selected segment is viewed upon as an area. For purposes of time savings, a parallel implementation of the algorithm for calculating the areas is developed. The developed approach to the parallel algorithm implementation is tested on a high performance multicore computing system. The experiments have shown that the parallel implementation of the method allows us to obtain a three-fold speedup, which is a good result.

Ключевые слова: diagnostic crystallogram, spatial spectrum, discriminant analysis, k-NN classification, parallel implementation.

Поступила в редакцию: 07.06.2017
Принята в печать: 23.08.2017

Язык публикации: английский

DOI: 10.18287/2412-6179-2017-41-4-585-587



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