Bertrand Le Saux

Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks

Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch et al. · 2018 · 430 citations · Full text

Earth Observation, Convolutional Neural Network, Environmental Monitoring +24

SnapNet: 3D point cloud semantic labeling with 2D deep segmentation networks

Alexandre Boulch, Joris Guerry, Bertrand Le Saux et al. · Computers & Graphics · 2017 · 382 citations

3D Computer Vision, Machine Vision, Image Analysis +8

Multitask learning for large-scale semantic change detection

Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch et al. · Computer Vision and Image Understanding · 2019 · 355 citations · Full text

Natural Language Processing, Engineering, Machine Learning +7

Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest

Yonghao Xu, Bo Du, Liangpei Zhang et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2019 · 318 citations · Full text

Scientific Outcomes, Environmental Monitoring, Machine Learning +25

Segment-before-Detect: Vehicle Detection and Classification through Semantic Segmentation of Aerial Images

Nicolas Audebert, Bertrand Le Saux, Sébastien Lefèvre · Remote Sensing · 2017 · 277 citations · Full text

Convolutional Neural Network, Scene Analysis, Engineering +19