This article discusses theoretical foundations of digital image preprocessing algorithms, their software implementation, and performance evaluation. Image quality degradation caused by noise, low contrast, and blurring is addressed using filtering, smoothing, sharpening, contrast enhancement, and edge detection algorithms. The efficiency of the algorithms is evaluated using PSNR and SSIM metrics. A software application with a graphical user interface was developed using Python and OpenCV, and experimental results are presented.
| Mualliflar | Erejepov, Keulimjay, Adilbayeva, Dilfuza |
|---|---|
| Jurnal | Al-Farg'oniy avlodlari |
| Nashriyot | ТАТУ Фарғона филиали |
| ISSN | 2181-4252 |
| Nashr sanasi | 2026-06-08 |
| Son | 2 |
| Betlar | 346-349 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-08-26 |
Keywords: digital image, preprocessing, filtering, PSNR, SSIM, OpenCV, GUI., Ключевые слова: цифровое изображение, предварительная обработка, фильтрация, PSNR, SSIM, программная реализация., Kalit so‘zlar: raqamli tasvir, dastlabki ishlov berish, filtrlash, PSNR, SSIM, dasturiy realizatsiya.
| APA | Erejepov, Keulimjay, & Adilbayeva, Dilfuza (2026). PRELIMINARY IMAGE PROCESSING ALGORITHMS AND THEIR SOFTWARE IMPLEMENTATION. Al-Farg'oniy avlodlari, (2), 346-349. https://al-fargoniy.uz/index.php/journal/article/view/1170 |
|---|---|
| GOST (OAK) | Erejepov, Keulimjay, Adilbayeva, Dilfuza PRELIMINARY IMAGE PROCESSING ALGORITHMS AND THEIR SOFTWARE IMPLEMENTATION // Al-Farg'oniy avlodlari. – 2026. – № 2. – P. 346-349. |
| MLA | Erejepov, Keulimjay, and Adilbayeva, Dilfuza. “PRELIMINARY IMAGE PROCESSING ALGORITHMS AND THEIR SOFTWARE IMPLEMENTATION.” Al-Farg'oniy avlodlari, (2), 346-349, 2026. https://al-fargoniy.uz/index.php/journal/article/view/1170 |
| Chicago | Erejepov, Keulimjay, and Adilbayeva, Dilfuza. “PRELIMINARY IMAGE PROCESSING ALGORITHMS AND THEIR SOFTWARE IMPLEMENTATION.” Al-Farg'oniy avlodlari, (2), 346-349 (2026). https://al-fargoniy.uz/index.php/journal/article/view/1170 |
| Harvard | Erejepov, Keulimjay, and Adilbayeva, Dilfuza (2026) ‘PRELIMINARY IMAGE PROCESSING ALGORITHMS AND THEIR SOFTWARE IMPLEMENTATION’, Al-Farg'oniy avlodlari, (2), 346-349. https://al-fargoniy.uz/index.php/journal/article/view/1170 |
| BibTeX | @article{erejepovkeulimjay2026,
title = {PRELIMINARY IMAGE PROCESSING ALGORITHMS AND THEIR SOFTWARE IMPLEMENTATION},
author = {Erejepov, Keulimjay and Adilbayeva, Dilfuza},
journal = {Al-Farg'oniy avlodlari},
year = {2026},
number = {2},
pages = {346-349},
url = {https://al-fargoniy.uz/index.php/journal/article/view/1170}
} |
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