no code implementations • 3 Sep 2022 • Emilie Chouzenoux, Marie-Caroline Corbineau, Jean-Christophe Pesquet, Gabriele Scrivanti
The joint problem of reconstruction / feature extraction is a challenging task in image processing.
no code implementations • 10 Feb 2022 • Vincent Vidal, Marie-Caroline Corbineau, Tugdual Ceillier
Satellite imagery is now widely used in the defense sector for monitoring locations of interest.
no code implementations • 10 Feb 2022 • Julie Imbert, Gohar Dashyan, Alex Goupilleau, Tugdual Ceillier, Marie-Caroline Corbineau
In the defense domain, aircraft detection on satellite imagery is a valuable tool for analysts.
no code implementations • 7 Jan 2021 • Alex Goupilleau, Tugdual Ceillier, Marie-Caroline Corbineau
In machine learning, the term active learning regroups techniques that aim at selecting the most useful data to label from a large pool of unlabelled examples.
1 code implementation • 11 Dec 2018 • Carla Bertocchi, Emilie Chouzenoux, Marie-Caroline Corbineau, Jean-Christophe Pesquet, Marco Prato
Variational methods are widely applied to ill-posed inverse problems for they have the ability to embed prior knowledge about the solution.