From Regional LULC Model to Urban Population Density Simulation in Wallonia. - Nathalie Stephenne; Lien Poelmans; Eric Hallot; Benjamin Beaumont; Inge Uljee (UDMV, 2016)

An Open-Source Semi-Automated Processing Chain for Urban Object-Based Classification. - Taïs Grippa; Moritz Lennert; Benjamin Beaumont; Sabine Vanhuysse; Nathalie Stephenne; Eléonore Wolff (Remote. Sens., 2017)

Users' consultation process in building a land cover and land use database for the official Walloon Georeferential. - Benjamin Beaumont; Nathalie Stephenne; Laura Van de Vyvere; Coraline Wyard; Eric Hallot (JURSE, 2019)

First 1-M Resolution Land Cover Map Labeling the Overlap in the 3rd Dimension: The 2018 Map for Wallonia. - Céline Bassine; Julien Radoux; Benjamin Beaumont; Taïs Grippa; Moritz Lennert; Céline Champagne; Mathilde De Vroey; Augustin Martinet; Olivier Bouchez; Nicolas Deffense; Eric Hallot; Eléonore Wolff; et al. (Data, 2020)

UAVs for Fine-Scale Open-Source Landfill Mapping. - Coraline Wyard; Benjamin Beaumont; Taïs Grippa; Stefanos Georganos; Eric Hallot (IGARSS, 2021)

A user-driven process for INSPIRE-compliant land use database: example from Wallonia, Belgium. - Benjamin Beaumont; Taïs Grippa; Moritz Lennert (Ann. GIS, 2021)

Oriented aircraft object detector using Scaled YOLOv4 on very high resolution satellite and synthetic datasets. - Benjamin Palmaerts; Benjamin Beaumont; Dimitri Graur; Gèrard Swinnen; Eric Hallot (JURSE, 2023)

From DL approach conception to operational product design : identifying roof materials for policy makers. - Coraline Wyard; Hugo Fauvel; Benjamin Palmaerts; Benjamin Beaumont; Eric Hallot (JURSE, 2023)