This article explores methods for enhancing and recognizing blurred objects in low-quality images using Python. We delve into image processing techniques, machine learning algorithms, and deep learning models to restore and identify obscured objects. By examining existing literature and employing various Python libraries, we demonstrate practical implementations and their effectiveness. This study aims to provide a comprehensive guide for researchers and developers working with degraded visual data, presenting both theoretical insights and practical applications.
| Mualliflar | Bakhromjon, Soliev, Zulunov, Ravshanbek, Ermatova, Zarina |
|---|---|
| Jurnal | Al-Farg'oniy avlodlari |
| Nashriyot | ТАТУ Фарғона филиали |
| ISSN | 2181-4252 |
| Nashr sanasi | 2024-06-05 |
| Son | 2 |
| Betlar | 336-340 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-08-26 |
Image processing, blurred objects, low-quality images, Python, deep learning, machine learning, restoration, recognition, Image processing, blurred objects, low-quality images, Python, deep learning, Machine learning, restoration, recognition
| APA | Bakhromjon, Soliev, Zulunov, Ravshanbek, & Ermatova, Zarina (2024). Enhancing Clarity with Techniques for Recognizing Blurred Objects in Low Quality Images Using Python. Al-Farg'oniy avlodlari, (2), 336-340. https://al-fargoniy.uz/index.php/journal/article/view/439 |
|---|---|
| GOST (OAK) | Bakhromjon, Soliev, Zulunov, Ravshanbek, Ermatova, Zarina Enhancing Clarity with Techniques for Recognizing Blurred Objects in Low Quality Images Using Python // Al-Farg'oniy avlodlari. – 2024. – № 2. – P. 336-340. |
| MLA | Bakhromjon, Soliev, Zulunov, Ravshanbek, and Ermatova, Zarina. “Enhancing Clarity with Techniques for Recognizing Blurred Objects in Low Quality Images Using Python.” Al-Farg'oniy avlodlari, (2), 336-340, 2024. https://al-fargoniy.uz/index.php/journal/article/view/439 |
| Chicago | Bakhromjon, Soliev, Zulunov, Ravshanbek, and Ermatova, Zarina. “Enhancing Clarity with Techniques for Recognizing Blurred Objects in Low Quality Images Using Python.” Al-Farg'oniy avlodlari, (2), 336-340 (2024). https://al-fargoniy.uz/index.php/journal/article/view/439 |
| Harvard | Bakhromjon, Soliev, Zulunov, Ravshanbek, and Ermatova, Zarina (2024) ‘Enhancing Clarity with Techniques for Recognizing Blurred Objects in Low Quality Images Using Python’, Al-Farg'oniy avlodlari, (2), 336-340. https://al-fargoniy.uz/index.php/journal/article/view/439 |
| BibTeX | @article{bakhromjonsoliev2024,
title = {Enhancing Clarity with Techniques for Recognizing Blurred Objects in Low Quality Images Using Python},
author = {Bakhromjon, Soliev and Zulunov, Ravshanbek and Ermatova, Zarina},
journal = {Al-Farg'oniy avlodlari},
year = {2024},
number = {2},
pages = {336-340},
url = {https://al-fargoniy.uz/index.php/journal/article/view/439}
} |
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