Mathilde Letard
Dr. Mathilde Letard
Technische Universität München
Professur für Fernerkundungsanwendungen (Prof. Anders)
- GitHub: MathildeLetard |
Forschungsinteressen
- KI/Computervision für Erdbeobachtung
- 3D Punktwolkenverarbeitung
- Verarbeitung von Zeitreihen (von 3D-Punktwolken)
- Lidar-Fernerkundung
- Fernerkundung der natürlichen Umwelt
Publikationen
Letard, Mathilde; Corpetti, Thomas; Lague, Dimitri: Extracting Optical And Physical Properties Of Various Waters Using Lidar Waveforms And Deep Neural Networks, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, 2024.
Letard, Mathilde; Lague, Dimitri; Le Guennec, Arthur; Lefèvre, Sébastien; Feldmann, Baptiste; Leroy, Paul; Girardeau-Montaut, Daniel; Corpetti, Thomas: 3DMASC: Accessible, explainable 3D point clouds classification. Application to Bi-Spectral Topo-Bathymetric lidar data, ISPRS Journal of Photogrammetry and Remote Sensing, 2024, vol. 207, p. 175-197.
Letard, Mathilde; Corpetti, Thomas; Lague, Dimitri: Bathymetric lidar waveform decomposition with temporal attentive encoder-decoders, IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Pasadena, CA, USA, 2023, pp. 4435-4438.
Letard, Mathilde; Collin, Antoine; Lague, Dimitri; Corpetti, Thomas; Pastol, Yves; Ekelund, Anders: Using bispectral full-waveform lidar to map seamless coastal habitats in 3D, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2022, XLIII-B3, pp. 463-470.
Letard, Mathilde; Collin, Antoine; Corpetti, Thomas; Lague, Dimitri; Pastol, Yves; Ekelund, Anders: Classification of Land-Water Continuum Habitats Using Exclusively Airborne Topobathymetric Lidar Green Waveforms and Infrared Intensity Point Clouds, Remote Sensing. 2022; 14(2):341.
Letard, Mathilde; Collin, Antoine; Corpetti, Thomas; Lague, Dimitri; Pastol, Yves; Gloria, Hélène; James, Dorothée; Mury, Antoine: Classification of coastal and estuarine ecosystems using full-waveform topo-bathymetric lidar data and artificial intelligence, OCEANS 2021: San Diego – Porto, 2021, pp. 1-10.
Letard, Mathilde; Collin, Antoine; Lague, Dimitri; Corpetti, Thomas; Pastol, Yves; Ekelund, Anders; Pergent Gérard; Costa, Stéphane: Towards 3D Mapping of Seagrass Meadows with Topo-Bathymetric Lidar Full Waveform Processing, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021, pp. 8069-8072.