Sébastien Villon

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 5

Top Topics

Dimensionality Reduction

Acoustic Signals

Top Venues

Ecol. Informatics

Publications

Sébastien Villon, Corina Iovan, Morgan Mangeas, Laurent Vigliola
Toward an artificial intelligence-assisted counting of sharks on baited video. Ecol. Informatics 80 (2024)
Sébastien Villon, Corina Iovan, Morgan Mangeas, Laurent Vigliola
Confronting Deep-Learning and Biodiversity Challenges for Automatic Video-Monitoring of Marine Ecosystems. Sensors 22 (2) (2022)
Sébastien Villon, Corina Iovan, Morgan Mangeas, Thomas Claverie, David Mouillot, Sébastien Villéger, Laurent Vigliola
Automatic underwater fish species classification with limited data using few-shot learning. Ecol. Informatics 63 (2021)
Sébastien Villon, David Mouillot, Marc Chaumont, Emily S. Darling, Gérard Subsol, Thomas Claverie, Sébastien Villéger
A Deep learning method for accurate and fast identification of coral reef fishes in underwater images. Ecol. Informatics 48 (2018)
Sébastien Villon, Marc Chaumont, Gérard Subsol, Sébastien Villéger, Thomas Claverie, David Mouillot
Coral Reef Fish Detection and Recognition in Underwater Videos by Supervised Machine Learning: Comparison Between Deep Learning and HOG+SVM Methods. ACIVS (2016)