Open Access

ARTICLE

Automated COVID-19 Detection Based on Single-Image Super-Resolution and CNN Models

Walid El-Shafai¹, Anas M. Ali^1,2, El-Sayed M. El-Rabaie¹, Naglaa F. Soliman^3,*, Abeer D. Algarni³, Fathi E. Abd El-Samie^1,3

1 Department Electronics and Electrical Communications, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt
2 Alexandria Higher Institute of Engineering & Technology (AIET), Alexandria, Egypt
3 Department of Information Technology, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, Riyadh, 84428, Saudi Arabia

* Corresponding Author: Naglaa F. Soliman. Email: