Personal information

Emails & domains

Verified email domains

Other IDs

Scopus Author ID: 56029391000
Scopus Author ID: 57239502500
SciProfiles: 1461794

Keywords

Deep learning

Countries

Egypt

Activities

Collapse all

Employment (1)

National Authority for Remote Sensing and Space Sciences: El-Nozha El-Gedida, EG

2004-04-01 to present
Employment
Source: Self-asserted source
Marwa Moustafa

Education and qualifications (2)

Ain Shams University : Cairo, EG

2014-09-11 to 2016-09-16 | Ph.D. (Computer Science )
Education
Source: Self-asserted source
Marwa Moustafa

Helwan University: Cairo, EG

2004-09-18 to 2008-09-08 | M. Sc. (Computer Science )
Education
Source: Self-asserted source
Marwa Moustafa

Works (27)

Temperature Time Series Prediction Using Spatiotemporal Deep Learning Model

2024 | Book chapter
DOI: 10.1007/978-3-031-77299-3_32
Contributors: Ehab Samir; Marwa Mostafa; Hala M. Ebeid; Mostafa M. Aref; Mohamed F. Tolba
Source: check_circle
Crossref

Convolutional Autoencoder for Remote Sensing Change Detection

2023 | Book chapter
DOI: 10.1007/978-3-031-40447-4_26
Contributors: Menna M. Elkholy; Marwa Mostafa; Dina ElSayad; Hala M. Ebeid; Mohamed F. Tolba
Source: check_circle
Crossref

A comparative study of big data use in Egyptian agriculture

Journal of Electrical Systems and Information Technology
2023-04-04 | Journal article
DOI: 10.1186/s43067-023-00090-5
Part of ISSN: 2314-7172
Contributors: Sayed A. Sayed; Amira S. Mahmoud; Eslam Farg; Amany M. Mohamed; Ahmed M. Saleh; Mohamed A. E. AbdelRahman; Marwa Moustafa; Hisham M. AbdelSalam; Sayed M. Arafat
Source: Self-asserted source
Marwa Moustafa

Deep Learning Methods Used in Remote Sensing Images: A Review

Journal of Environmental & Earth Sciences
2023-04-04 | Journal article
DOI: 10.30564/jees.v5i1.5232
Part of ISSN: 2661-3190
Contributors: Ekram Rewehel; Li Jianqiang; Amal Hamed; Hatem M. Keshk; Amira S. Mahmoud; Sayed A. Sayed; Ehab Samir; Hind H. Zeyada; Marwa S. Mostafa; Ayman Nasr et al.
Source: Self-asserted source
Marwa Moustafa

Investigation on the use of ensemble learning and big data in crop identification

Heliyon
2023-02 | Journal article
DOI: 10.1016/j.heliyon.2023.e13339
Part of ISSN: 2405-8440
Contributors: Sayed Ahmed; Amira S. Mahmoud; Eslam Farg; Amany M. Mohamed; Marwa S. Moustafa; Khaled Abutaleb; Ahmed Saleh; Mohamed A.E. AbdelRahman; Hisham M. AbdelSalam; Sayed M. Arafat
Source: Self-asserted source
Marwa Moustafa

A Conceptual Framework for using Big Data in Egyptian Agriculture

International Journal of Advanced Computer Science and Applications
2022 | Journal article
DOI: 10.14569/ijacsa.2022.0130322
Part of ISSN: 2156-5570
Part of ISSN: 2158-107X
Contributors: Sayed Ahmed; Amira S. Mahmoud; Eslam Farg; Amany M. Mohamed; Marwa S. Moustafa; Mohamed A. E. AbdelRahman; Hisham M. AbdelSalam; Sayed M. Arafat
Source: Self-asserted source
Marwa Moustafa

Building Footprint Extraction in Dense Area from LiDAR Data using Mask R-CNN

International Journal of Advanced Computer Science and Applications
2022 | Journal article
DOI: 10.14569/ijacsa.2022.0130643
Part of ISSN: 2156-5570
Part of ISSN: 2158-107X
Contributors: Sayed A. Mohamed; Amira S. Mahmoud; Marwa S. Moustafa; Ashraf K. Helmy; Ayman H. Nasr
Source: Self-asserted source
Marwa Moustafa

Unsupervised hyperspectral band selection with deep autoencoder unmixing

International Journal of Image and Data Fusion
2022-07-03 | Journal article
DOI: 10.1080/19479832.2021.1972047
Contributors: Menna M. Elkholy; Marwa S. Mostafa; Hala M. Ebeid; Mohamed Tolba
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Resolving phase unwrapping in interferometric synthetic aperture radar using deep recurrent residual U-Net

The Egyptian Journal of Remote Sensing and Space Science
2022-02 | Journal article
DOI: 10.1016/j.ejrs.2021.12.001
Contributors: Hind H. Zeyada; Marwa S. Mostafa; Mohammed M. Ezz; Ayman H. Nasr; Hany M. Harb
Source: check_circle
Crossref

Training Compact Change Detection Network for Remote Sensing Imagery

IEEE Access
2021 | Journal article
DOI: 10.1109/access.2021.3089766
Part of ISSN: 2169-3536
Source: Self-asserted source
Marwa Moustafa
grade
Preferred source (of 3)‎

Satellite Imagery Super-Resolution Using Squeeze-and-Excitation-Based GAN

International Journal of Aeronautical and Space Sciences
2021-12 | Journal article
DOI: 10.1007/s42405-021-00396-6
Contributors: Marwa S. Moustafa; Sayed A. Sayed
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Hyperspectral change detection based on modification of UNet neural networks

Journal of Applied Remote Sensing
2021-06-17 | Journal article
DOI: 10.1117/1.jrs.15.028505
Part of ISSN: 1931-3195
Source: Self-asserted source
Marwa Moustafa
grade
Preferred source (of 2)‎

A WebGIS Decision Support System for Wadi El Natrun Rural Land Management

Proceedings - 2020 21st International Arab Conference on Information Technology, ACIT 2020
2020 | Conference paper
DOI: 10.1109/ACIT50332.2020.9300106
EID:

2-s2.0-85099693696
Contributors: Ahmed, S.; Kotb, A.; Samir, E.; Moustafa, M.; Farg, E.; Elhay, A.A.; Arafat, S.M.
Source: Self-asserted source
Marwa Moustafa via Scopus - Elsevier

Application of Hyperspectral Image Unmixing for Internet of Things

2020 | Book chapter
DOI: 10.1007/978-981-15-3075-3_17
Contributors: Menna M. Elkholy; Marwa Mostafa; Hala M. Ebeid; Mohamed F. Tolba
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Comparative Analysis of Unmixing Algorithms Using Synthetic Hyperspectral Data

2020 | Book chapter
DOI: 10.1007/978-3-030-14118-9_93
Contributors: Menna M. Elkholy; Marwa Mostafa; Hala M. Ebeid; Mohamed F. Tolba
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Learning to Hash with Convolutional Network for Multi-label Remote Sensing Image Retrieval

International Journal of Intelligent Engineering and Systems
2020-10-31 | Journal article
DOI: 10.22266/ijies2020.1031.47
Part of ISSN: 2185-3118
Source: Self-asserted source
Marwa Moustafa
grade
Preferred source (of 2)‎

Hyperspectral unmixing using deep convolutional autoencoder

International Journal of Remote Sensing
2020-06-17 | Journal article
DOI: 10.1080/01431161.2020.1724346
Contributors: Menna M. Elkholy; Marwa Mostafa; Hala M. Ebied; Mohamed F. Tolba
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Acceleration of super-resolution for multispectral images using self-example learning and sparse representation

Computers and Electrical Engineering
2017 | Journal article
DOI: 10.1016/j.compeleceng.2017.02.012
EID:

2-s2.0-85014037624

Part of ISSN: 00457906
Contributors: Moustafa, M.S.; Ebied, H.M.; Helmy, A.K.; Nazamy, T.M.; Tolba, M.F.
Source: Self-asserted source
Marwa Moustafa via Scopus - Elsevier

Acceleration of super-resolution for multispectral images using self-example learning and sparse representation

Computers & Electrical Engineering
2017 | Journal article
Source: Self-asserted source
Marwa Moustafa

Parallel implementation of super-resolution based neighbor embedding using GPU

Advances in Intelligent Systems and Computing
2017 | Book
DOI: 10.1007/978-3-319-48308-5_60
EID:

2-s2.0-84994493005
Contributors: Moustafa, M.; Ebeid, H.M.; Helmy, A.; Nazamy, T.M.; Tolba, M.F.
Source: Self-asserted source
Marwa Moustafa via Scopus - Elsevier

Optimization methods for medical image super resolution reconstruction

Intelligent Systems Reference Library
2016 | Book
DOI: 10.1007/978-3-319-21212-8_6
EID:

2-s2.0-84937458716
Contributors: Moustafa, M.; Ebied, H.M.; Helmy, A.; Nazamy, T.M.; Tolba, M.F.
Source: Self-asserted source
Marwa Moustafa via Scopus - Elsevier

Rapid real-time generation of super-resolution hyperspectral images through compressive sensing and GPU

International Journal of Remote Sensing
2016 | Journal article
DOI: 10.1080/01431161.2016.1209314
EID:

2-s2.0-84979920407

Part of ISSN: 13665901 01431161
Contributors: Moustafa, M.; Ebeid, H.M.; Helmy, A.; Nazmy, T.M.; Tolba, M.F.
Source: Self-asserted source
Marwa Moustafa via Scopus - Elsevier

Rapid real-time generation of super-resolution hyperspectral images through compressive sensing and GPU

International Journal of Remote Sensing
2016 | Journal article
Source: Self-asserted source
Marwa Moustafa

Super-resolution: Sparse dictionary design method using quantitative comparison

2015 IEEE 7th International Conference on Intelligent Computing and Information Systems, ICICIS 2015
2016 | Conference paper
DOI: 10.1109/IntelCIS.2015.7397249
EID:

2-s2.0-84970005818
Contributors: Moustafa, M.; Ebeid, H.M.; Helmy, A.; Nazamy, T.M.; Tolba, M.F.
Source: Self-asserted source
Marwa Moustafa via Scopus - Elsevier

Parallel super-resolution reconstruction based on neighbor embedding technique

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | Book
DOI: 10.1007/978-3-319-21407-8_10
EID:

2-s2.0-84982227934
Contributors: Moustafa, M.; Ebied, H.M.; Helmy, A.; Nazamy, T.M.; Tolba, M.F.
Source: Self-asserted source
Marwa Moustafa via Scopus - Elsevier

Satellite super resolution image reconstruction based on parallel support vector regression

Communications in Computer and Information Science
2014 | Book
EID:

2-s2.0-84916239815
Contributors: Moustafa, M.; Ebied, H.M.; Helmy, A.; Nazamy, T.M.; Tolba, M.F.
Source: Self-asserted source
Marwa Moustafa via Scopus - Elsevier

Analysis of shift estimation techniques of super resolution applied to satellite images

Proceedings - 2013 8th International Conference on Computer Engineering and Systems, ICCES 2013
2013 | Conference paper
DOI: 10.1109/ICCES.2013.6707210
EID:

2-s2.0-84893695148
Contributors: Moustafa, M.; Ebied, H.M.; Helmy, A.
Source: Self-asserted source
Marwa Moustafa via Scopus - Elsevier

Peer review (16 reviews for 2 publications/grants)

Review activity for Journal of electrical systems and information technology. (12)
Review activity for The Egyptian journal of remote sensing and space sciences (4)
How many people are using ORCID?