| 2025 | ICCV | Tile and Slide : A New Framework for Scaling NeRF from Local to Global 3D Earth Observation. | Camille Billouard, Dawa Derksen, Alexandre Constantin, Bruno Vallet |
| 2024 | IGARSS | SAT-NGP : Unleashing Neural Graphics Primitives for Fast Relightable Transient-Free 3D Reconstruction From Satellite Imagery. | Camille Billouard, Dawa Derksen, Emmanuelle Sarrazin, Bruno Vallet |
| 2023 | CVPR | PSMNet-FusionX3: LiDAR-Guided Deep Learning Stereo Dense Matching On Aerial Images. | Teng Wu, Bruno Vallet, Marc Pierrot-Deseilligny |
| 2022 | CVPR | Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation. | Damien Robert, Bruno Vallet, Loc Landrieu |
| 2022 | ICPR | Deep Surface Reconstruction from Point Clouds with Visibility Information. | Raphael Sulzer, Loc Landrieu, Alexandre Boulch, Renaud Marlet, Bruno Vallet |
| 2022 | IGARSS | AI4GEO: A Path From 3D Model to Digital Twin. | Pierre-Marie Brunet, Simon Baillarin, Pierre Lassalle, Flora Weissgerber, Bruno Vallet, Triquet Christophe, Gilles Foulon, Galle Romeyer, Gwenal Souille, Laurent Gabet, Cdrik Ferrero, Thanh-Long Huynh, Emeric Lavergne |
| 2019 | IGARSS | Piecewise Horizontal 3D Roof Reconstruction from Aerial Lidar. | Slim Namouchi, Bruno Vallet, Imed Riadh Farah, Haythem Ismail |
| 2018 | ICARCV | A Stixel Approach for Enhancing Semantic Image Segmentation Using Prior Map Information. | Sylvain Jonchery, Guillaume Bresson, Bruno Vallet, Rafal Zbikowski |
| 2016 | ACCV | 3D Watertight Mesh Generation with Uncertainties from Ubiquitous Data. | Laurent Caraffa, Mathieu Brdif, Bruno Vallet |
| 2012 | VR | Generating occlusion-free textures for virtual 3D model of urban facades by fusing image and laser street data. | Karim Hammoudi, Fadi Dornaika, Bahman Soheilian, Bruno Vallet, Nicolas Paparoditis |
| 2005 | BMVC | Fitting Constrained 3D Models in Multiple Aerial Images. | Bruno Vallet, Franck Taillandier |