Sébastien Villon

A Deep learning method for accurate and fast identification of coral reef fishes in underwater images

Sébastien Villon, David Mouillot, Marc Chaumont et al. · Ecological Informatics · 2018 · 230 citations · Full text

Convolutional Neural Network, Image Classification, Image Analysis +11

Automatic underwater fish species classification with limited data using few-shot learning

Sébastien Villon, Corina Iovan, Morgan Mangeas et al. · Ecological Informatics · 2021 · 50 citations · Full text

Fishery Assessment, Few-shot Learning, Engineering +10

A new method to control error rates in automated species identification with deep learning algorithms

Sébastien Villon, David Mouillot, Marc Chaumont et al. · Scientific Reports · 2020 · 40 citations · Full text

Confronting Deep-Learning and Biodiversity Challenges for Automatic Video-Monitoring of Marine Ecosystems

Sébastien Villon, Corina Iovan, Morgan Mangeas et al. · Sensors · 2022 · 34 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +23

Leveraging social media and deep learning to detect rare megafauna in video surveys

Laura Mannocci, Sébastien Villon, Marc Chaumont et al. · Conservation Biology · 2021 · 23 citations · Full text