Shimaa El-bana

According to our database, Shimaa El-bana authored at least 4 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Toward better semantic segmentation by retaining spectral information using matched wavelet pooling.

Said Esmail El-Khamy, Shimaa El-bana, Ahmad Al-Kabbany, Hassan M. Elragal

Neural Comput. Appl., April, 2025

2023

Evaluating the Potential of Wavelet Pooling on Improving the Data Efficiency of Light-Weight CNNs.

Shimaa El-bana, Ahmad Al-Kabbany, Hassan M. Elragal, Said Esmail El-Khamy

IEEE Access, 2023

2022

Less Is More: Matched Wavelet Pooling-Based Light-Weight CNNs With Application to Image Classification.

Said Elkhamy, Ahmad Al-Kabbany, Shimaa El-bana

IEEE Access, 2022

2020

A multi-task pipeline with specialized streams for classification and segmentation of infection manifestations in COVID-19 scans.

Shimaa El-bana, Ahmad Al-Kabbany, Maha Sharkas

PeerJ Comput. Sci., 2020