Yahya Zefri

Thermal Infrared and Visual Inspection of Photovoltaic Installations by UAV Photogrammetry—Application Case: Morocco

Yahya Zefri, Achraf ElKettani, Imane Sebari et al. · Drones · 2018 · 103 citations · Full text

Environmental Monitoring, Engineering, Thermal Orthomosaics +22

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

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

In-depth investigation of applied digital photogrammetry to imagery-based RGB and thermal infrared aerial inspection of large-scale photovoltaic installations

Yahya Zefri, Imane Sebari, Hicham Hajji et al. · Remote Sensing Applications Society and Environment · 2021 · 19 citations

Image Analysis, Environmental Monitoring, Imagery-based Rgb +11

Inspection of Photovoltaic Installations by Thermo-visual UAV Imagery Application Case: Morocco

Yahya Zefri, Achraf Elkcttani, Imane Sebari et al. · 2017 · 10 citations

Precision Agriculture, Engineering, Photovoltaic System +20