Mustapha Rguig

Concrete Bridge Defects Identification and Localization Based on Classification Deep Convolutional Neural Networks and Transfer Learning

Hajar Zoubir, Mustapha Rguig, Mohamed El Aroussi et al. · Remote Sensing · 2022 · 44 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Pixel-level concrete bridge crack detection using Convolutional Neural Networks, gabor filters, and attention mechanisms

Hajar Zoubir, Mustapha Rguig, Mohamed El Aroussi et al. · Engineering Structures · 2024 · 41 citations

Convolutional Neural Network, Image Analysis, Machine Vision +13

Concrete Bridge Crack Image Classification Using Histograms of Oriented Gradients, Uniform Local Binary Patterns, and Kernel Principal Component Analysis

Hajar Zoubir, Mustapha Rguig, Mohamed El Aroussi et al. · Electronics · 2022 · 20 citations · Full text

Engineering, Machine Learning, Feature Detection +19

Crack recognition automation in concrete bridges using Deep Convolutional Neural Networks

Hajar Zoubir, Mustapha Rguig, Mohammed Elaroussi · MATEC Web of Conferences · 2021 · 13 citations · Full text

Aerial Systems, Convolutional Neural Network, Engineering +20

Optimization of the Granular Mixture of Natural Rammed Earth Using Compressible Packing Model

Atar Dialmy, Mustapha Rguig, Mehdi Meliani · Sustainability · 2023 · 10 citations · Full text