David Mouillot

Publication Activity (10 Years)

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

Top Topics

Unsupervised Learning

Top Venues

Ecol. Informatics

Publications

Ali Ben Abbes, Jeaneth Machicao, Pedro L. P. Corrêa, Alison Specht, Rodolphe Devillers, Jean P. Ometto, Yasuhisa Kondo, David Mouillot
DeepWealth: A generalizable open-source deep learning framework using satellite images for well-being estimation. SoftwareX 27 (2024)
Clément Dorffer, Frédéric Jourdin, David Mouillot, Rodolphe Devillers, Ronan Fablet, Quentin Febvre
Data-Driven Reconstruction of Sea Surface Turbidity Dynamics with 4dVarNet Neural Scheme Applied To Gappy Satellite Images. IGARSS (2023)
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)