CJRS’ Special Issue on Deep Learning for Environmental Applications of Remote Sensing Data

by Masoud Mahdianpari, Saeid Homayouni, Samuel Foucher
Published 2021-03-01

Do you get what you see? Insights of using mAP to select architectures of pretrained neural networks for automated aerial animal detection

by Mael Moreni, Jerome Theau, Samuel Foucher
Published 2023-01-01

Do you get what you see? Insights of using mAP to select architectures of pretrained neural networks for automated aerial animal detection.

by Mael Moreni, Jerome Theau, Samuel Foucher
Published 2023-01-01

Deep Learning-Based Classification of Large-Scale Airborne LiDAR Point Cloud

by Mathieu Turgeon-Pelchat, Samuel Foucher, Yacine Bouroubi
Published 2021-05-01

Synthetic Data for Sentinel-2 Semantic Segmentation

by Étienne Clabaut, Samuel Foucher, Yacine Bouroubi, Mickaël Germain
Published 2024-02-01

New Interferometric Phase Unwrapping Method Based on Energy Minimization From Contextual Modeling

by Ayoub Tlili, Francois Cavayas, Samuel Foucher, Gabriela Lianet Siles
Published 2020-01-01

Flood Extent Mapping from Time-Series SAR Images Based on Texture Analysis and Data Fusion

by Moslem Ouled Sghaier, Imen Hammami, Samuel Foucher, Richard Lepage
Published 2018-02-01

Deep Learning-Based Emulation of Radiative Transfer Models for Top-of-Atmosphere BRDF Modelling Using Sentinel-3 OLCI

by Saeid Ojaghi, Yacine Bouroubi, Samuel Foucher, Martin Bergeron, Cedric Seynat
Published 2023-02-01

Multispecies detection and identification of African mammals in aerial imagery using convolutional neural networks

by Alexandre Delplanque, Samuel Foucher, Philippe Lejeune, Julie Linchant, Jérôme Théau
Published 2022-04-01

Surveying wildlife and livestock in Uganda with aerial cameras: Deep Learning reduces the workload of human interpretation by over 70%

by Alexandre Delplanque, Richard Lamprey, Samuel Foucher, Jérôme Théau, Jérôme Théau, Philippe Lejeune
Published 2023-11-01

Wildlife detection, counting and survey using satellite imagery: are we there yet?

by Alexandre Delplanque, Jérôme Théau, Samuel Foucher, Ghazaleh Serati, Simon Durand, Philippe Lejeune
Published 2024-12-01

Convolutional Neural Networks for the Automatic Identification of Plant Diseases

by Justine Boulent, Justine Boulent, Justine Boulent, Samuel Foucher, Jérôme Théau, Jérôme Théau, Pierre-Luc St-Charles
Published 2019-07-01

Automatic Detection of Flavescence Dorée Symptoms Across White Grapevine Varieties Using Deep Learning

by Justine Boulent, Justine Boulent, Justine Boulent, Pierre-Luc St-Charles, Samuel Foucher, Jérome Théau, Jérome Théau
Published 2020-11-01