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ORCIDSébastien Villon
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2020 – today
- 2024
[j4]Sébastien Villon, Corina Iovan, Morgan Mangeas, Laurent Vigliola:
Toward an artificial intelligence-assisted counting of sharks on baited video. Ecol. Informatics 80: 102499 (2024)- 2022
- [j3]Sébastien Villon, Corina Iovan, Morgan Mangeas
, Laurent Vigliola:
Confronting Deep-Learning and Biodiversity Challenges for Automatic Video-Monitoring of Marine Ecosystems. Sensors 22(2): 497 (2022) - 2021
- [j2]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: 101320 (2021)
2010 – 2019
- 2018
- [j1]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: 238-244 (2018) - 2016
- [c1]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: 160-171
Coauthor Index
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