Please use this identifier to cite or link to this item:
http://earchive.tpu.ru/handle/11683/38195| Title: | Digital image processing using parallel computing based on CUDA technology |
| Authors: | Skirnevsky, Igor Petrovich Pustovit, A. V. Abdrashitova, Mariya Ovseevna |
| Keywords: | цифровая обработка; обработка изображений; параллельные вычисления; CUDA; графические процессоры; большие объемы; данные; шумы; компьютерная томография |
| Issue Date: | 2017 |
| Publisher: | IOP Publishing |
| Citation: | Skirnevsky I. P. Digital image processing using parallel computing based on CUDA technology / I. P. Skirnevsky, A. V. Pustovit, M. O. Abdrashitova // Journal of Physics: Conference Series. — 2017. — Vol. 803 : Information Technologies in Business and Industry (ITBI2016) : International Conference, 21–26 September 2016, Tomsk, Russian Federation : [proceedings]. — [012152, 7 p.]. |
| Abstract: | 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. |
| URI: | http://earchive.tpu.ru/handle/11683/38195 |
| Appears in Collections: | Материалы конференций |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| dx.doi.org-10.1088-1742-6596-803-1-012152.pdf | 977,77 kB | Adobe PDF | View/Open |
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