Application of fuzzy logic on astronomical images' focus measures. - Alaa Hamdy; Farag I. Y. Elnagahy; Islam Helmy (Turkish J. Electr. Eng. Comput. Sci., 2019)

A Hybrid Genetic-Fuzzy Controller for a 14-inches Astronomical Telescope Tracking. - Doaa Eid; Abdel-Fattah Attia; Said Elmasry; Islam Helmy (CoRR, 2021)

Reduced Tenegrad Focus Measure for Performance Improvement of Astronomical Images. - Islam Helmy; Wooyeol Choi 002 (ICEIC, 2022)

Grey Wolf Optimizer-Based Automatic Focusing for High Magnification Systems. - Islam Helmy; Wooyeol Choi 002 (ICAIIC, 2022)

Denoising Filter Based on Focus Measure Operators for Astronomical Images: A Comparative Study. - Islam Helmy; Omar Saad; Doaa Eid (NILES, 2022)

cGAN Model-Based Radio Frequency Interference Mitigation for Radio Astronomy Data. - Islam Helmy; Wooyeol Choi 002 (ICAIIC, 2023)

Deep Learning-Based Approaches for Prediction of Binary Star Parameters. - Islam Helmy; Mohamed M. F. Darwish; Mohamed M. Ismail; Doaa Eid (NILES, 2023)

Machine learning-based automatic focusing for high magnification systems. - Islam Helmy; Wooyeol Choi 002 (Eng. Appl. Artif. Intell., 2023)

Region of Interest Selection-Based Autofocusing for High Magnification Systems. - Islam Helmy; Wooyeol Choi 002 (IEEE Trans. Computational Imaging, 2023)

LSTM-GRU Model-Based Channel Prediction for One-Bit Massive MIMO System. - Islam Helmy; Pulok Tarafder; Wooyeol Choi 002 (IEEE Trans. Veh. Technol., 2023)

Performance Evaluation of DL Models of Low-Size Datasets for AMC in MIMO System. - Islam Helmy; Wooyeol Choi 002 (ICCE, 2024)

Deep Learning-Based Super-Resolution of Nano Radar. - Islam Helmy; Lachie Campbell; Mohammad Awrangjeb; Doaa Eid (NILES, 2024)

Deep Learning Peak Ground Acceleration Prediction Using Single-Station Waveforms. - Omar M. Saad; Islam Helmy; Mona Mohammed; Alexandros Savvaidis; Avigyan Chatterjee; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2024)

Sky Seeing Estimation Using Nonparametric Fuzzy System of Low-Quality All-Sky Camera Images. - Islam Helmy; Ahmed Shokry; Doaa Eid; Wooyeol Choi 002 (IEEE Trans. Instrum. Meas., 2024)

Dextractor:Deformation Extractor Framework for Monitoring-Based Ground Radar. - Islam Helmy; Lachie Campbell; Reza Ahmadi; Mohammad Awrangjeb; Kuldip K. Paliwal (Remote. Sens., 2024)

Self-Correlation Network With Triple Contrastive Learning for Hyperspectral Image Classification With Noisy Labels. - Kwabena Sarpong; Mohammad Awrangjeb; Md. Saiful Islam 003; Islam Helmy (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)