207 citations
- Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO)FR25 papers
- Institut de Mathématiques de ToulouseFR24 papers
- Office National d'Études et de Recherches AérospatialesFR21 papers
- Université Fédérale de Toulouse Midi-PyrénéesFR20 papers
- Université Toulouse III - Paul SabatierFR20 papers
- Centre National de la Recherche ScientifiqueFR14 papers
- Institut de Recherche en Informatique de ToulouseFR10 papers
- Institut National des Sciences Appliquées de ToulouseFR9 papers
- Université de ToulouseFR9 papers
- Université Toulouse - Jean JaurèsFR9 papers
- Institut Polytechnique de BordeauxFR8 papers
- Université Toulouse-I-CapitoleFR8 papers
11 papers · 1 filter
Deep priors for satellite image restoration with accurate uncertainties
Biquard Maud, Marie Chabert, Florence Genin +2
Satellite optical images, upon their on-ground receipt, offer a distorted view of the observed scene. Their restoration, including denoising, deblurring, and sometimes super-resolu…
Automated extraction of 4D aircraft trajectories from video recordings
Jean-François Villeforceix
The Bureau d'Enqu{ê}tes et d'Analyses pour la S{é}curit{é} de l'Aviation Civile (BEA) has to analyze accident videos from on-board or ground cameras involving all types of aircraft…
On the Detection of Aircraft Single Engine Taxi using Deep Learning Models
Gabriel Jarry, Philippe Very, Ramon Dalmau +2
The aviation industry is vital for global transportation but faces increasing pressure to reduce its environmental footprint, particularly CO2 emissions from ground operations such…
Adaptive inference with random ellipsoids through Conformal Conditional Linear Expectation
Iain Henderson, Adrien Mazoyer, Fabrice Gamboa
We propose two new conformity scores for conformal prediction, in a general multivariate regression framework. The underlying score functions are based on a covariance analysis of…
Cartan moving frames and the data manifolds
Eliot Tron, Rita Fioresi, Nicolas Couellan +1
The purpose of this paper is to employ the language of Cartan moving frames to study the geometry of the data manifolds and its Riemannian structure, via the data information metri…
Asymptotic efficiency for Sobol' and Cram{é}r-von Mises indices under two designs of experiments
Thierry Klein, Agnès Lagnoux, Paul Rochet +1
A variety of indices aim to quantify the impact of input variables on a response, typically the output from a complex computer code or black-box model. Most commonly used, the Sobo…