Samuel Foucher
Scientific researcher,Université de Sherbrooke
Centre de recherche informatique de Montréal
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ResearchExperienced Senior Researcher with a demonstrated history of working in the information technology and in applied research projects. Strong research professional skilled in Computer Vision, Remote Sensing and Machine Learning.QCBS students Ghazaleh SeratiPh.D.  Simon DurandM.Sc. Publications14- Will artificial intelligence revolutionize aerial surveys? A first large-scale semi-automated survey of African wildlife using oblique imagery and deep learning Journal Article Delplanque A , Linchant J , Vincke X , Lamprey R , Théau J , Vermeulen C , Foucher S , Ouattara A , Kouadio R , Lejeune P , 2024 Ecological Informatics (Date Added: 2024-06-15) 13- Synthetic Data for Sentinel-2 Semantic Segmentation Journal Article , 2024 Remote Sensing (Date Added: 2024-05-29) 12- Synthetic Data for Sentinel-2 Semantic Segmentation Journal Article , 2024 Remote Sensing (Date Added: 2024-05-29) 11- Wildlife detection, counting and survey using satellite imagery: are we there yet? Journal Article Delplanque A , Théau J , Foucher S , Serati G , Durand S , Lejeune P , 2024 GIScience and Remote Sensing (Date Added: 2024-05-16) 10- Surveying wildlife and livestock in Uganda with aerial cameras: Deep Learning reduces the workload of human interpretation by over 70% Journal Article Delplanque A , Lamprey R , Foucher S , Théau J , Lejeune P , 2023 Frontiers in Ecology and Evolution (Date Added: 2023-12-13) 9- Do you get what you see? Insights of using mAP to select architectures of pretrained neural networks for automated aerial animal detection Journal Article Moreni M , Theau J , Foucher S , 2023 PloS one (Date Added: 2023-05-05) 8- Deep Learning-Based Emulation of Radiative Transfer Models for Top-of-Atmosphere BRDF Modelling Using Sentinel-3 OLCI Journal Article Ojaghi S , Bouroubi Y , Foucher S , Bergeron M , Seynat C , 2023 Remote Sensing (Date Added: 2023-02-23) 7- From crowd to herd counting: How to precisely detect and count African mammals using aerial imagery and deep learning? Journal Article Delplanque A , Foucher S , Théau J , Bussière E , Vermeulen C , Lejeune P , 2023 ISPRS Journal of Photogrammetry and Remote Sensing (Date Added: 2023-02-14) 6- A Multimodal Non-Intrusive Stress Monitoring from the Pleasure-Arousal Emotional Dimensions Journal Article Dahmane M , Alam J , St-Charles P , Lalonde M , Heffner K , Foucher S , 2022 IEEE Transactions on Affective Computing (Date Added: 2022-06-20) 5- CJRS’ Special Issue on Deep Learning for Environmental Applications of Remote Sensing Data Journal Article Mahdianpari M , Homayouni S , Foucher S , 2021 Canadian Journal of Remote Sensing (Date Added: 2021-11-05) 4- Deep Learning-Based Classification of Large-Scale Airborne LiDAR Point Cloud Journal Article Turgeon-Pelchat M , Foucher S , Bouroubi Y , 2021 Canadian Journal of Remote Sensing (Date Added: 2021-11-05) 3- Multispecies detection and identification of African mammals in aerial imagery using convolutional neural networks Journal Article Delplanque A , Foucher S , Lejeune P , Linchant J , Théau J , 2021 Remote Sensing in Ecology and Conservation (Date Added: 2021-08-14) 2- Automatic Detection of Flavescence Dorée Symptoms Across White Grapevine Varieties Using Deep Learning Journal Article Boulent J , St-Charles P , Foucher S , Théau J , 2020 Frontiers in Artificial Intelligence (Date Added: 2021-11-05) 1- New Interferometric Phase Unwrapping Method Based on Energy Minimization from Contextual Modeling Journal Article Tlili A , Cavayas F , Foucher S , Siles G L , 2020 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (Date Added: 2021-11-05) |
