Enhancing Image Quality with Multi Image Super Resolution Using Deep Learning

Muddam Anusha, Farooq Sunar Mahammad, Ouku Bhulakshmi, Jade Narendra, Devarasetty Raghu Vardhan Reddy, Chakali Jagadeesh

2025

Abstract

The project Increasing Image Quality with Multi-Image Super Resolution using Deep Learning aims to enhance the quality and resolution of an image through deep learning. It utilizes several low-resolution images of a scene to create a high-resolution image, effectively eliminating artifacts and noise. By employing advanced convolutional neural networks (CNNs) and multipage fusion techniques, the system can reconstruct more precise data and improve image clarity beyond what traditional image processing can achieve. The goal is to attain superior image quality suitable for use in medical imaging, space photography, and digital photography, where high-definition sharpness is extremely important.

Paper Citation

in Harvard Style

Anusha M., Mahammad F., Bhulakshmi O., Narendra J., Reddy D. and Jagadeesh C. (2025). Enhancing Image Quality with Multi Image Super Resolution Using Deep Learning. In Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25; ISBN 978-989-758-777-1, SciTePress, pages 194-198. DOI: 10.5220/0013924900004919

in Bibtex Style

@conference{icrdicct`2525,
author={Muddam Anusha and Farooq Mahammad and Ouku Bhulakshmi and Jade Narendra and Devarasetty Reddy and Chakali Jagadeesh},
title={Enhancing Image Quality with Multi Image Super Resolution Using Deep Learning},
booktitle={Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25},
year={2025},
pages={194-198},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013924900004919},
isbn={978-989-758-777-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25
TI - Enhancing Image Quality with Multi Image Super Resolution Using Deep Learning
SN - 978-989-758-777-1
AU - Anusha M.
AU - Mahammad F.
AU - Bhulakshmi O.
AU - Narendra J.
AU - Reddy D.
AU - Jagadeesh C.
PY - 2025
SP - 194
EP - 198
DO - 10.5220/0013924900004919
PB - SciTePress