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 (ACIVS, 2016)

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)

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)

Data-Driven Reconstruction of Sea Surface Turbidity Dynamics with 4dVarNet Neural Scheme Applied To Gappy Satellite Images. - Clément Dorffer; Frédéric Jourdin; David Mouillot; Rodolphe Devillers; Ronan Fablet; Quentin Febvre (IGARSS, 2023)

DeepWealth: A generalizable open-source deep learning framework using satellite images for well-being estimation. - Ali Ben Abbes; Jeaneth Machicao; Pedro L. P. Corrêa; Alison Specht; Rodolphe Devillers; Jean P. Ometto; Yasuhisa Kondo; David Mouillot (SoftwareX, 2024)

Ship Detection With SAR C-Band Satellite Images: A Systematic Review. - Cyprien Alexandre; Rodolphe Devillers; David Mouillot; Raphael Seguin; Thibault Catry (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)