Marwa S. Moustafa
Marwa S. Moustafa
National Authority of Remote Sensing &Space Science
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Cited by
Cited by
Hyperspectral change detection based on modification of UNet neural networks
MS Moustafa, SA Mohamed, S Ahmed, AH Nasr
Journal of Applied Remote Sensing 15 (2), 028505-028505, 2021
Hyperspectral unmixing using deep convolutional autoencoder
MM Elkholy, M Mostafa, HM Ebied, MF Tolba
International journal of remote sensing 41 (12), 4799-4819, 2020
Satellite imagery super-resolution using squeeze-and-excitation-based GAN
MS Moustafa, SA Sayed
International Journal of Aeronautical and Space Sciences 22 (6), 1481-1492, 2021
Unsupervised hyperspectral band selection with deep autoencoder unmixing
MM Elkholy, MS Mostafa, HM Ebeid, M Tolba
International Journal of Image and Data Fusion 13 (3), 244-261, 2022
Acceleration of super-resolution for multispectral images using self-example learning and sparse representation
MS Moustafa, HM Ebied, AK Helmy, TM Nazamy, MF Tolba
Computers & Electrical Engineering 62, 249-265, 2017
Rapid real-time generation of super-resolution hyperspectral images through compressive sensing and GPU
M Moustafa, HM Ebeid, A Helmy, TM Nazmy, MF Tolba
International Journal of Remote Sensing 37 (18), 4201-4224, 2016
Training compact change detection network for remote sensing imagery
AS Mahmoud, SA Mohamed, MS Moustafa, RA El-Khorib, ...
IEEE Access 9, 90366-90378, 2021
Hyperspectral analysis of Botrytis cinerea infected lettuce
M Aboelghar, MS Moustafa, AM Ali, HA Wahab
EPH-International Journal of Agriculture and Environmental Research 5, 26-42, 2019
Learning to Hash with Convolutional Network for Multi-label Remote Sensing Image Retrieval.
MS Moustafa, S Ahmed, AA Hamed
International Journal of Intelligent Engineering & Systems 13 (5), 2020
Resolving phase unwrapping in interferometric synthetic aperture radar using deep recurrent residual U-Net
HH Zeyada, MS Mostafa, MM Ezz, AH Nasr, HM Harb
The Egyptian Journal of Remote Sensing and Space Science 25 (1), 1-10, 2022
Extreme weather event (cyclone) detection in India using advanced deep learning techniques
A Dabhade, S Roy, MS Moustafa, SA Mohamed, R El Gendy, S Barma
2021 9th International conference on orange technology (ICOT), 1-4, 2021
A WebGIS Decision Support System for Wadi El Natrun Rural Land Management
S Ahmed, A Kotb, E Samir, M Moustafa, E Farg, A Abd Elhay, SM Arafat
2020 21st International Arab Conference on Information Technology (ACIT), 1-7, 2020
Comparative analysis of unmixing algorithms using synthetic hyperspectral data
MM Elkholy, M Mostafa, HM Ebeid, MF Tolba
The International Conference on Advanced Machine Learning Technologies and …, 2020
Satellite super resolution image reconstruction based on parallel support vector regression
M Moustafa, HM Ebied, A Helmy, TM Nazamy, MF Tolba
Advanced Machine Learning Technologies and Applications: Second …, 2014
A comparative study of big data use in Egyptian agriculture
SA Sayed, AS Mahmoud, E Farg, AM Mohamed, AM Saleh, ...
Journal of Electrical Systems and Information Technology 10 (1), 21, 2023
A conceptual framework for using big data in Egyptian agriculture
A Sayed, AS Mahmoud, E Farg, AM Mohamed, MS Moustafa, ...
International Journal of Advanced Computer Science and Applications 13 (3), 2022
Super-resolution: Sparse dictionary design method using quantitative comparison
M Moustafa, HM Ebeid, A Helmy, TM Nazamy, MF Tolba
2015 IEEE Seventh International Conference on Intelligent Computing and …, 2015
Investigation on the use of ensemble learning and big data in crop identification
S Ahmed, AS Mahmoud, E Farg, AM Mohamed, MS Moustafa, K Abutaleb, ...
Heliyon 9 (2), 2023
Application of hyperspectral image unmixing for internet of things
MM Elkholy, M Mostafa, HM Ebeid, MF Tolba
Internet of Things—Applications and Future: Proceedings of ITAF 2019, 249-260, 2020
Optimization methods for medical image super resolution reconstruction
M Moustafa, HM Ebied, A Helmy, TM Nazamy, MF Tolba
Applications of Intelligent Optimization in Biology and Medicine: Current …, 2015
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