Sébastien Villon

According to our database, Sébastien Villon authored at least 4 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

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

Sébastien Villon, Corina Iovan, Morgan Mangeas, Laurent Vigliola

Sensors, 2022

2021

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

Sébastien Villon, Corina Iovan, Morgan Mangeas, Thomas Claverie, David Mouillot, Sébastien Villéger, Laurent Vigliola

Ecol. Informatics, 2021

2018

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

Sébastien Villon, David Mouillot, Marc Chaumont, Emily S. Darling, Gérard Subsol, Thomas Claverie, Sébastien Villéger

Ecol. Informatics, 2018

2016

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

Sébastien Villon, Marc Chaumont, Gérard Subsol, Sébastien Villéger, Thomas Claverie, David Mouillot

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016