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Number of Publications

10 Number of Publications

Automatic Semantic Segmentation of Benthic Habitats Using Images from Towed Underwater Camera in a Complex Shallow Water Environment

MDPI 2022
Abstract

Towards Benthic Habitat 3D Mapping Using Machine Learning Algorithms and Structures from Motion Photogrammetry

MDPI 2020
Abstract

Semiautomated Mapping of Benthic Habitats and Seagrass Species Using a Convolutional Neural Network Framework in Shallow Water Environments

MDPI 2020
Abstract

Assessment of a Hybrid-Based Approach with a Random Forest Ensemble for Determination of Shallow Water Depths from Multispectral Satellite Images

Geoinformatics International 2019
Abstract

Assessment of Machine Learning Algorithms for Automatic Benthic Cover Monitoring and Mapping Using Towed Underwater Video Camera and High-Resolution Satellite Images

MDPI 2018
Abstract

Assessment of Ensemble Classifiers Using the Bagging Technique for Improved Land Cover Classification of Multispectral Satellite Images

2017
Full Paper Abstract

Assessment of proposed approaches for bathymetry calculations using multispectral satellite images in shallow coastal/lake areas: a comparison of five models

https://link.springer.com 2017
Full Paper Abstract

Assessment of Machine Learning Approaches for Bathymetry Mapping in Shallow Water Environments using Multispectral Satellite Images

2017
Abstract

Comparative study of approaches to bathymetry detection in Nasser/Nubia Lake using multispectral SPOT-6 satellite imagery

2017
Full Paper Abstract

Bathymetry Determination from High Resolution Satellite Imagery Using Ensemble Learning Algorithms in Shallow Lakes: Case Study El-Burullus Lake

2017
Full Paper Abstract