Assessment of Artificial Neural Network for bathymetry estimation using High Resolution Satellite imagery in Shallow Lakes: Case Study El Burullus Lake MZOCS Hassan Mohamed, Abdelazim Negm International Water Technology Journal 5 (3), 2015 | 99* | 2015 |
Towards benthic habitat 3D mapping using machine learning algorithms and structures from motion photogrammetry H Mohamed, K Nadaoka, T Nakamura Remote Sensing 12 (1), 127, 2020 | 62 | 2020 |
Bathymetry determination from high resolution satellite imagery using ensemble learning algorithms in Shallow Lakes: Case study El-Burullus Lake H Mohamed, A Negm, M Zahran, OC Saavedra International Journal of Environmental Science and Development 7 (4), 295, 2016 | 55 | 2016 |
Assessment of machine learning algorithms for automatic benthic cover monitoring and mapping using towed underwater video camera and high-resolution satellite images H Mohamed, K Nadaoka, T Nakamura Remote Sensing 10 (5), 773, 2018 | 44 | 2018 |
Assessment of proposed approaches for bathymetry calculations using multispectral satellite images in shallow coastal/lake areas: a comparison of five models H Mohamed, AbdelazimNegm, M Salah, K Nadaoka, M Zahran Arabian Journal of Geosciences 10, 1-17, 2017 | 28 | 2017 |
Automatic Semantic Segmentation of Benthic Habitats Using Images from Towed Underwater Camera in a Complex Shallow Water Environment H Mohamed, K Nadaoka, T Nakamura Remote Sensing 14 (8), 1818, 2022 | 18 | 2022 |
Semiautomated mapping of benthic habitats and seagrass species using a convolutional neural network framework in shallow water environments H Mohamed, K Nadaoka, T Nakamura Remote Sensing 12 (23), 4002, 2020 | 14 | 2020 |
Assessment of Machine Learning Approaches for Bathymetry Mapping in Shallow Water Environments using Multispectral Satellite Images. H Mohamed, K Nadaoka International Journal of Geoinformatics 13 (2), 2017 | 13 | 2017 |
Assessment of Ensemble Classifiers Using the Bagging Technique for Improved Land Cover Classification of Multispectral Satellite Images H Mohamed, A Negm, M Zahran, O Saavedra The International Arab Journal of Information Technology 15 (1), 2017 | 9 | 2017 |
Comparative study of approaches to bathymetry detection in Nasser/Nubia Lake using multispectral SPOT-6 satellite imagery TAME Hassan Mohamed, Abdelazim Negm, Kazuo Nadaoka Hydrological Research Letters Journal 10 (1), 45-50, 2016 | 5* | 2016 |
Assessment of a Hybrid-Based Approach with a Random Forest Ensemble for Determination of Shallow Water Depths from Multispectral Satellite Images. H Mohamed, K Nadaoka International Journal of Geoinformatics 15 (1), 2019 | 2 | 2019 |
Estimation of Bathymetry Using High-resolution Satellite Imagery: Case Study El-Burullus Lake, Northern Nile Delta AM Negm, H Mohamed, M Zahran, S Abdel-Fattah The Nile Delta, 425-454, 2017 | 1 | 2017 |