الأبحاث

لمياء عبد الله احمد الرفاعى

أستاذ

كلية الهندسة بشبرا الهندسة الكهربائية

Hatem Taha, Lamia Alrefaai, Haitham Akah, Maher Salem, "Efficient Image Compression Technique for Low Bit Rate Requirements", Fayoum University Journal of Engineering, 8(2), P 1:11

2025

Gehad M Yossef, Lamiaa Elrefaei, Eman Abdel-Ghaffar, "A Comprehensive Survey on LiDAR Data Compression Techniques", Engineering Research Journal (Shoubra), In Press, DOI: 10.21608/erjsh.2025.413637.1447

2025

Alnanih, R.; Elrefaei, L.; Al-Ahwal, A. Advancing Sustainability Through an IoT-Driven Smart Waste Management System with Software Engineering Integration. Sustainability 2025, 17, 9803. https://doi.org/10.3390/su17219803

2025

Yosry, S., Elrefaei, L., ElKamaar, R. et al. Various frameworks for integrating image and video streams for spatiotemporal information learning employing 2D–3D residual networks for human action recognition. Discov Appl Sci 6, 141 (2024). https://doi.org/10.1007/s42452-024-05774-9

Springer 2024

Habeb, Mohamed H.; Salama, May A.; and Elrefaei, Lamiaa A. (2024) "Video Anomaly Detection using Residual Autoencoder: A Lightweight Framework," Mansoura Engineering Journal: Vol. 49 : Iss. 2 , Article 10.

2024

Younis O, Jambi K, Eassa F, Elrefaei L. A Proposal for a Tokenized Intelligent System: A Prediction for an AI-Based Scheduling, Secured Using Blockchain. Systems. 2024; 12(3):84. https://doi.org/10.3390/systems12030084

MDPI 2024

Habeb, M.H.; Salama, M.; Elrefaei, L.A. Enhancing Video Anomaly Detection Using a Transformer Spatiotemporal Attention Unsupervised Framework for Large Datasets. Algorithms 2024, 17, 286. https://doi.org/10.3390/a17070286

2024

R. Alnanih and L. Elrefaei, "Interactive Learning Tool for System of Linear Equations: Bridging the Gap Between Novice and Expert Through MATLAB-Based Solutions," in IEEE Access, doi: 10.1109/ACCESS.2024.3510465.

2024

S. Alwadaie, . A. Jamal, S. Alkhuraij, and L. Elrefaei, “Optimizing Federated Learning for Medical Image classification: A Comparative Study of Pre-Trained Models on Compressed X-ray Imager”, CITS, vol. 13, no. 2, Dec. 2024.

2024

M. H. Habeb, M. Salama and L. A. Elrefaei, "An Attention-Based Unsupervised Framework for Video Anomaly Detection in Large Heterogeneous Environments," 2024 International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC), Cairo, Egypt, 2024, pp. 113-120, doi: 10.1109/MIUCC62295.2024.10783549.

IEEE 2024

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Electrical Engineering