Hicham Hajji

Developing a deep learning-based layer-3 solution for thermal infrared large-scale photovoltaic module inspection from orthorectified big UAV imagery data

Yahya Zefri, Imane Sebari, Hicham Hajji et al. · International Journal of Applied Earth Observation and Geoinformation · 2021 · 68 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +25

Spatial big data architecture: From Data Warehouses and Data Lakes to the LakeHouse

Soukaina Ait Errami, Hicham Hajji, Kenza Ait El Kadi et al. · Journal of Parallel and Distributed Computing · 2023 · 38 citations

Big Data Interoperability, Spatial Databases, Engineering +13

Intelligent mapping of irrigated areas from Landsat 8 images using transfer learning

Z. Benbahria, Imane Sebari, Hicham Hajji et al. · International Journal of Engineering and Geosciences · 2020 · 30 citations · Full text

Convolutional Neural Network, Precision Agriculture, Transfer Learning Architecture +26

Transfer learning and U-Net for buildings segmentation

Abdelilah Adiba, Hicham Hajji, Mustapha Maâtouk · 2019 · 21 citations

Convolutional Neural Network, Scene Analysis, Engineering +17

A layer-2 solution for inspecting large-scale photovoltaic arrays through aerial LWIR multiview photogrammetry and deep learning: A hybrid data-centric and model-centric approach

Yahya Zefri, Imane Sebari, Hicham Hajji et al. · Expert Systems with Applications · 2023 · 20 citations

Electrical Engineering, Convolutional Neural Network, Machine Vision +13