Digital image processing using parallel computing based on CUDA technology; Journal of Physics: Conference Series; Vol. 803 : Information Technologies in Business and Industry (ITBI2016)

Detalles Bibliográficos
Parent link:Journal of Physics: Conference Series
Vol. 803 : Information Technologies in Business and Industry (ITBI2016).— 2017.— [012152, 7 p.]
Autor principal: Skirnevsky I. P. Igor Petrovich
Autores Corporativos: Национальный исследовательский Томский политехнический университет (ТПУ) Институт развития стратегического партнерства и компетенций (ИСПК) Кафедра методики преподавания иностранных языков (МПИЯ), Национальный исследовательский Томский политехнический университет (ТПУ) Институт кибернетики (ИК) Кафедра автоматики и компьютерных систем (АИКС)
Otros Autores: Pustovit A. V., Abdrashitova M. O. Mariya Ovseevna
Sumario:Title screen
This article describes expediency of using a graphics processing unit (GPU) in big data processing in the context of digital images processing. It provides a short description of a parallel computing technology and its usage in different areas, definition of the image noise and a brief overview of some noise removal algorithms. It also describes some basic requirements that should be met by certain noise removal algorithm in the projection to computer tomography. It provides comparison of the performance with and without using GPU as well as with different percentage of using CPU and GPU.
Lenguaje:inglés
Publicado: 2017
Materias:
Acceso en línea:http://dx.doi.org/10.1088/1742-6596/803/1/012152
http://earchive.tpu.ru/handle/11683/38195
Formato: Electrónico Capítulo de libro
KOHA link:https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=654450

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