| 3DMASC: Accessible, explainable 3D point clouds classification. Application to Bi-spectral Topo-bathymetric lidar data M Letard, D Lague, A Le Guennec, S Lefèvre, B Feldmann, P Leroy, ... ISPRS Journal of Photogrammetry and Remote Sensing 207, 175-197, 2024 | 32 | 2024 |
| Classification of land-water continuum habitats using exclusively airborne topobathymetric lidar green waveforms and infrared intensity point clouds M Letard, A Collin, T Corpetti, D Lague, Y Pastol, A Ekelund Remote Sensing 14 (2), 341, 2022 | 23 | 2022 |
| Towards 3D mapping of seagrass meadows with topo-bathymetric lidar full waveform processing M Letard, A Collin, D Lague, T Corpetti, Y Pastol, A Ekelund, G Pergent, ... 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 8069 …, 2021 | 12 | 2021 |
| Increasing the Nature-Based Coastal Protection Using Bathymetric Lidar, Terrain Classification, Network Modelling: Reefs of Saint-Malo’s Lagoon? A Collin, Y Pastol, M Letard, L Le Goff, J Guillaudeau, D James, ... European Spatial Data for Coastal and Marine Remote Sensing: Proceedings of …, 2022 | 7 | 2022 |
| UAV multispectral optical contribution to coastal 3D modelling D James, A Collin, A Mury, M Letard, B Guillot 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 7951 …, 2021 | 7 | 2021 |
| Classification of coastal and estuarine ecosystems using full-waveform topo-bathymetric lidar data and artificial intelligence M Letard, A Collin, T Corpetti, D Lague, Y Pastol, H Gloria, D James, ... OCEANS 2021: San Diego–Porto, 1-10, 2021 | 6 | 2021 |
| Object-based mangrove mapping using submeter superspectral WorldView-3 imagery and deep convolutional neural network A Collin, M Letard, M Andel, S Sharma 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 7362 …, 2021 | 5 | 2021 |
| Predicting the infrared UAV imagery over the coast A Collin, D James, A Mury, M Letard, B Guillot The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2021 | 5 | 2021 |
| Off to new Shores: A Dataset & Benchmark for (near-) coastal Flood Inundation Forecasting B Victor, M Letard, P Naylor, K Douch, N Longépé, Z He, P Ebel Advances in Neural Information Processing Systems 37, 114797-114811, 2024 | 3 | 2024 |
| Multiscale Spatiotemporal NDVI Mapping of Salt Marshes Using Sentinel-2, Dove, and UAV Imagery in the Bay of Mont-Saint-Michel, France A Collin, D James, A Mury, M Letard, T Houet, H Gloria, E Feunteun European Spatial Data for Coastal and Marine Remote Sensing: Proceedings of …, 2022 | 3 | 2022 |
| Using bispectral full-waveform LiDAR to map seamless coastal habitats in 3D M Letard, A Collin, D Lague, T Corpetti, Y Pastol, A Ekelund ISPRS International Archives of the Photogrammetry, Remote Sensing and …, 2022 | 3 | 2022 |
| Enhancing uav coastal mapping using infrared pansharpening D James, A Collin, A Mury, M Letard ISPRS International Archives of the Photogrammetry, Remote Sensing and …, 2021 | 3 | 2021 |
| Extracting Optical and Physical Properties of Various Waters Using Lidar Waveforms and Deep Neural Networks M Letard, D Lague, T Corpetti IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024 | 2 | 2024 |
| Very High-Resolution Monitoring and Evaluation of Tidal and Ecological Restoration in Beaussais’ Bay D James, A Collin, A Mury, M Letard, O Legal, A Lequilleuc European Spatial Data for Coastal and Marine Remote Sensing: Proceedings of …, 2022 | 2 | 2022 |
| Bathymetric LiDAR Waveform Decomposition with Temporal Attentive Encoder-Decoders M Letard, T Corpetti, D Lague IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | 1 | 2023 |
| Trajectoire socio-écologique d'une commune de la Baie du Mont-Saint-Michel entre 1947 et 2014 M Letard, A Collin, D James, A Mury SAGEO 2021, 2021 | 1 | 2021 |
| Extracting bathymetric information from LiDAR waveforms with 1D neural networks. M Letard, T Corpetti, D Lague European Geosciences Union General Assembly (EGU25), EGU25-20513, 2025 | | 2025 |
| Environmental knowledge extraction from topo-bathymetric lidar: machine learning and deep neural networks for point clouds and waveforms. M Letard Université de Rennes, 2023 | | 2023 |
| New Insights into the Shallow Morpho-Sedimentary Patterns Using High-Resolution Topo-Bathymetric Lidar: The Case Study of the Bay of Saint-Malo B Caline, A Collin, Y Pastol, M Letard, E Feunteun European Spatial Data for Coastal and Marine Remote Sensing: Proceedings of …, 2022 | | 2022 |
| Spatial Modeling of the Benthic Biodiversity Using Topo-Bathymetric Lidar and Neural Networks A Bulot, A Collin, M Letard, E Feunteun, L Le Goff, Y Pastol, B Caline European Spatial Data for Coastal and Marine Remote Sensing: Proceedings of …, 2022 | | 2022 |