416 citations
- Centre National de la Recherche ScientifiqueFR9 papers
- Centre d'études et de recherche en informatique et communicationsFR6 papers
- Conservatoire National des Arts et MétiersFR5 papers
- Institut de Recherche pour le DéveloppementFR5 papers
- Université Côte d'AzurFR5 papers
- Criteo (France)FR4 papers
- École Normale Supérieure - PSLFR4 papers
- Laboratoire d'Informatique, Signaux et Systèmes de Sophia AntipolisFR4 papers
- Sorbonne UniversitéFR4 papers
- Université Paris CitéFR4 papers
- Centre National d'Études SpatialesFR3 papers
- Collège de FranceFR3 papers
6 papers · 1 filter
RefinedFields: Radiance Fields Refinement for Planar Scene Representations
Karim Kassab, Antoine Schnepf, Jean-Yves Franceschi +3
Planar scene representations have recently witnessed increased interests for modeling scenes from images, as their lightweight planar structure enables compatibility with image-bas…
FLAIR: a Country-Scale Land Cover Semantic Segmentation Dataset From Multi-Source Optical Imagery
Anatol Garioud, Nicolas Gonthier, Loic Landrieu +5
We introduce the French Land cover from Aerospace ImageRy (FLAIR), an extensive dataset from the French National Institute of Geographical and Forest Information (IGN) that provide…
GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates
Valerio Marsocci, Nicolas Gonthier, Anatol Garioud +2
Land cover maps are a pivotal element in a wide range of Earth Observation (EO) applications. However, annotating large datasets to develop supervised systems for remote sensing (R…
Pointless Global Bundle Adjustment With Relative Motions Hessians
Ewelina Rupnik, Marc Pierrot-Deseilligny
Bundle adjustment (BA) is the standard way to optimise camera poses and to produce sparse representations of a scene. However, as the number of camera poses and features grows, ref…
Semantic Segmentation of Urban Textured Meshes Through Point Sampling
Grégoire Grzeczkowicz, Bruno Vallet
Textured meshes are becoming an increasingly popular representation combining the 3D geometry and radiometry of real scenes. However, semantic segmentation algorithms for urban mes…
A Survey and Benchmark of Automatic Surface Reconstruction from Point Clouds
Raphael Sulzer, Renaud Marlet, Bruno Vallet +1
We present a comprehensive survey and benchmark of both traditional and learning-based methods for surface reconstruction from point clouds. This task is particularly challenging f…