Samuel Foucher

Scientific researcher,
Université de Sherbrooke
Centre de recherche informatique de Montréal
E-mail:
Institution page



Research

Experienced 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 Serati

Ph.D.
(Start: 2021, End: 2024)
Other QCBS (co-)supervisor: Jérôme Théau
Automated detection and inventory of caribou by aerial and satellite imagery at very high spatial resolution
Personal page

Simon Durand

M.Sc.
Other (co-)supervisor: Samuel Foucher, Centre de Recherche Informatique de Montréal
(Start: 2021)
Other QCBS (co-)supervisor: Jérôme Théau
Détection automatisée du boeuf musqué par réseaux de neurones convolutifs appliqués à l’imagerie à très haute résolution spatiale



Publications

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)