Raphaël Canals

Deep Learning with Unsupervised Data Labeling for Weed Detection in Line Crops in UAV Images

Mamadou Dian Bah, Adel Hafiane, Raphaël Canals · Remote Sensing · 2018 · 294 citations · Full text

Uav Images, Convolutional Neural Network, Precision Agriculture +16

Vine disease detection in UAV multispectral images using optimized image registration and deep learning segmentation approach

Mohamed Kerkech, Adel Hafiane, Raphaël Canals · Computers and Electronics in Agriculture · 2020 · 285 citations · Full text

Image Classification, Convolutional Neural Network, Image Analysis +11

Deep leaning approach with colorimetric spaces and vegetation indices for vine diseases detection in UAV images

Mohamed Kerkech, Adel Hafiane, Raphaël Canals · Computers and Electronics in Agriculture · 2018 · 254 citations

Uav Images, Image Analysis, Colorimetric Spaces +7

Computer Vision, IoT and Data Fusion for Crop Disease Detection Using Machine Learning: A Survey and Ongoing Research

Maryam Ouhami, Adel Hafiane, Youssef Es-Saady et al. · Remote Sensing · 2021 · 244 citations · Full text

Artificial Intelligence, Precision Agriculture, Engineering +20

Transformer Neural Network for Weed and Crop Classification of High Resolution UAV Images

Reenul Reedha, Eric Dericquebourg, Raphaël Canals et al. · Remote Sensing · 2022 · 198 citations · Full text