no code implementations • 30 Jul 2021 • Rémy Leroy, Pauline Trouvé-Peloux, Frédéric Champagnat, Bertrand Le Saux, Marcela Carvalho
The 3D information was usually obtained from images by stereo-photogrammetry, but deep learning has recently provided us with excellent results for monocular depth estimation.
1 code implementation • 18 Nov 2019 • Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Frédéric Champagnat, Andrés Almansa
Aerial or satellite imagery is a great source for land surface analysis, which might yield land use maps or elevation models.
1 code implementation • 5 Sep 2018 • Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Andrés Almansa, Frédéric Champagnat
We also investigate the influence of blur on depth prediction observing model uncertainty with a Bayesian neural network approach.