| Beets or Cotton? Blind Extraction of Fine Agricultural Classes Using a Convolutional Autoencoder Applied to Temporal SAR Signatures T Di Martino, R Guinvarch, L Thirion-Lefevre, E Colin Koeniguer IEEE Transactions on Geoscience and Remote Sensing, 2021 | 12 | 2021 |
| Multi-Branch Deep Learning Model for Detection of Settlements Without Electricity T Di Martino, M Lenormand, E Colin Koeniguer 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021 | 5 | 2021 |
| Detection of Forest Fires through Deep Unsupervised Learning Modeling of Sentinel-1 Time Series T Di Martino, B Le Saux, R Guinvarc'h, L Thirion-Lefevre, E Colin ISPRS International Journal of Geo-Information 12 (8), 332, 2023 | 4 | 2023 |
| FARMSAR: Fixing AgRicultural Mislabels Using Sentinel-1 Time Series and AutoencodeRs T Di Martino, R Guinvarc’h, L Thirion-Lefevre, E Colin Remote Sensing 15 (1), 35, 2022 | 3 | 2022 |
| Grad-SLAM: Explaining Convolutional Autoencoders’ Latent Space of Satellite Image Time Series T Di Martino, R Guinvarc'h, L Thirion-Lefevre, E Colin IEEE Geoscience and Remote Sensing Letters, 2023 | 2 | 2023 |
| Modelling of agricultural SAR Time Series using Convolutional Autoencoder for the extraction of harvesting practices of rice fields T Di Martino, E Colin, L Thirion-Lefevre, R Guinvarc'h EUSAR 2022; 14th European Conference on Synthetic Aperture Radar, 2022 | 2 | 2022 |
| Convolutional Autoencoder for Unsupervised Representation Learning of PolSAR Time-Series T Di Martino, R Guinvarc'h, L Thirion-Lefevre, E Colin Koeniguer 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021 | 1 | 2021 |
| REACTIV Algorithm T Di Martino, E Colin-Koeniguer, R Guinvarc’h, L Thirion-Lefevre arXiv, 2020 | 1 | 2020 |
| Towards the understanding of the C-Band temporal signature of boreal forest through physiology parameters retrieval from sentinel-1 time series and machine learning T Di Martino, R Guinvarc’h, L Thirion-Lefevre, E Colin IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | | 2023 |
| FARMSAR: Fixing AgRicultural Mislabels Using Sentinel-1 Time Series and AutoencodeRs. Remote Sens. 2023, 15, 35 T Di Martino, R Guinvarc’h, L Thirion-Lefevre, E Colin | | 2022 |
| Extracting Relevance from SAR Temporal Profiles on a Glacier and an Alpine Watershed by a Deep Autoencoder L Charrier, T Di Martino, EC Koeniguer, F Weissgerber, A Plyer The International Archives of Photogrammetry, Remote Sensing and Spatial …, 2022 | | 2022 |
| Multimodal Similarity Learning for Duplicate Product Identification T Di Martino Heriot-Watt University, 2020 | | 2020 |
Laetitia Thirion-LefevreUniversité Paris Saclay, CentraleSupélec, SONDRAVerified email at centralesupelec.fr
