Image-based data, in particular, require significant computational resources, slowing down processing. This study investigates the efficiency of parallel image filtering on large-scale data using GPU. Filtering was performed in parallel on an NVIDIA graphics processor with CUDA technology, and results were compared to sequential CPU processing. The study shows that GPU-based processing with CUDA significantly outperforms CPU execution, achieving up to ~235 times faster performance for large images. These results confirm the high efficiency of GPU and CUDA technology for image processing
| Mualliflar | Javliev, Shakhzod, Turaev, Khurshid |
|---|---|
| Jurnal | Al-Farg'oniy avlodlari |
| Nashriyot | ТАТУ Фарғона филиали |
| ISSN | 2181-4252 |
| Nashr sanasi | 2026-03-26 |
| Son | 1 |
| Betlar | 322-327 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-08-26 |
image processing, image filtering, parallel processing, CPU, GPU, CUDA technology
| APA | Javliev, Shakhzod, & Turaev, Khurshid (2026). ACCELERATING IMAGE FILTERING PROCESSES ON NVIDIA GRAPHICS PROCESSOR USING CUDA TECHNOLOGY. Al-Farg'oniy avlodlari, (1), 322-327. https://al-fargoniy.uz/index.php/journal/article/view/1097 |
|---|---|
| GOST (OAK) | Javliev, Shakhzod, Turaev, Khurshid ACCELERATING IMAGE FILTERING PROCESSES ON NVIDIA GRAPHICS PROCESSOR USING CUDA TECHNOLOGY // Al-Farg'oniy avlodlari. – 2026. – № 1. – P. 322-327. |
| MLA | Javliev, Shakhzod, and Turaev, Khurshid. “ACCELERATING IMAGE FILTERING PROCESSES ON NVIDIA GRAPHICS PROCESSOR USING CUDA TECHNOLOGY.” Al-Farg'oniy avlodlari, (1), 322-327, 2026. https://al-fargoniy.uz/index.php/journal/article/view/1097 |
| Chicago | Javliev, Shakhzod, and Turaev, Khurshid. “ACCELERATING IMAGE FILTERING PROCESSES ON NVIDIA GRAPHICS PROCESSOR USING CUDA TECHNOLOGY.” Al-Farg'oniy avlodlari, (1), 322-327 (2026). https://al-fargoniy.uz/index.php/journal/article/view/1097 |
| Harvard | Javliev, Shakhzod, and Turaev, Khurshid (2026) ‘ACCELERATING IMAGE FILTERING PROCESSES ON NVIDIA GRAPHICS PROCESSOR USING CUDA TECHNOLOGY’, Al-Farg'oniy avlodlari, (1), 322-327. https://al-fargoniy.uz/index.php/journal/article/view/1097 |
| BibTeX | @article{javlievshakhzod2026,
title = {ACCELERATING IMAGE FILTERING PROCESSES ON NVIDIA GRAPHICS PROCESSOR USING CUDA TECHNOLOGY},
author = {Javliev, Shakhzod and Turaev, Khurshid},
journal = {Al-Farg'oniy avlodlari},
year = {2026},
number = {1},
pages = {322-327},
url = {https://al-fargoniy.uz/index.php/journal/article/view/1097}
} |
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