S. Villon

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

M. Mangeas, L. Vigliola, C. Iovan, 2022, Sensors.

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

Sébastien Villon, David Mouillot, Morgan Mangeas, 2021, Ecological Informatics.

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

Sébastien Villon, David Mouillot, Marc Chaumont, 2020, Scientific Reports.

Coral Reef Fish Detection and Recognition in Underwater Videos by Supervised Machine Learning: Comparison Between Deep Learning and HOG+SVM Methods

Marc Chaumont, Sébastien Villon, David Mouillot, 2016, ACIVS.

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

Marc Chaumont, Sébastien Villon, David Mouillot, 2018, Ecol. Informatics.

A Deep Learning algorithm for accurate and fast identification of coral reef fishes in underwater videos

G. Subsol, D. Mouillot, M. Chaumont, 2018 .