| Satellite image time series classification with pixel-set encoders and temporal self-attention VSF Garnot, L Landrieu, S Giordano, N Chehata Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 205 | 2020 |
| Time-space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series VSF Garnot, L Landrieu, S Giordano, N Chehata IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 71 | 2019 |
| Recurrent-based regression of Sentinel time series for continuous vegetation monitoring A Garioud, S Valero, S Giordano, C Mallet Remote Sensing of Environment 263, 112419, 2021 | 66 | 2021 |
| Toward automatic georeferencing of archival aerial photogrammetric surveys S Giordano, A Le Bris, C Mallet ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2018 | 27 | 2018 |
| Improved crop classification with rotation knowledge using Sentinel-1 and-2 time series S Giordano, S Bailly, L Landrieu, N Chehata Photogrammetric Engineering & Remote Sensing 86 (7), 431-441, 2020 | 22 | 2020 |
| Crop-rotation structured classification using multi-source Sentinel images and LPIS for crop type mapping S Bailly, S Giordano, L Landrieu, N Chehata IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 22 | 2018 |
| On the joint exploitation of optical and SAR satellite imagery for grassland monitoring A Garioud, S Valero, S Giordano, C Mallet The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2020 | 15 | 2020 |
| Flair# 1: semantic segmentation and domain adaptation dataset A Garioud, S Peillet, E Bookjans, S Giordano, B Wattrelos arXiv preprint arXiv:2211.12979, 2022 | 13 | 2022 |
| Fully automatic analysis of archival aerial images current status and challenges S Giordano, A Le Bris, C Mallet 2017 Joint Urban Remote Sensing Event (JURSE), 1-4, 2017 | 11 | 2017 |
| Challenges in grassland mowing event detection with multimodal sentinel images A Garioud, S Giordano, S Valero, C Mallet 2019 10th International Workshop on the Analysis of Multitemporal Remote …, 2019 | 10 | 2019 |
| Archiving and geoprocessing of historical aerial images: current status in Europe S Giordano, C Mallet EuroSDR Official Publication No 70, 2019 | 10 | 2019 |
| FLAIR: a country-scale land cover semantic segmentation dataset from multi-source optical imagery A Garioud, N Gonthier, L Landrieu, A De Wit, M Valette, M Poupée, ... Advances in Neural Information Processing Systems 36, 2024 | 8 | 2024 |
| Cnn semantic segmentation to retrieve past land cover out of historical orthoimages and dsm: first experiments A Le Bris, S Giordano, C Mallet ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information …, 2020 | 7 | 2020 |
| Satellite image time series classification with pixel-set encoders and temporal self-attention. In 2020 IEEE VSF Garnot, L Landrieu, S Giordano, N Chehata CVF Conference on Computer Vision and Pattern Recognition (CVPR), 12322-12331, 2020 | 7 | 2020 |
| Temporal structured classification of Sentinel 1 and 2 time series for crop type mapping S Giordano, S Bailly, L Landrieu, N Chehata | 5 | 2018 |
| Unmixing polarimetric radar images based on land cover type identified by higher resolution optical data before target decomposition: Application to forest and bare soil S Giordano, G Mercier, JP Rudant IEEE Transactions on Geoscience and Remote Sensing 56 (10), 5850-5862, 2018 | 5 | 2018 |
| Investigating operational country-level crop monitoring with Sentinel~ 1 and~ 2 imagery N David, S Giordano, C Mallet Remote Sensing Letters 12 (10), 970-982, 2021 | 4 | 2021 |
| Time-space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series V Sainte Fare Garnot, L Landrieu, S Giordano, N Chehata arXiv e-prints, arXiv: 1901.10503, 2019 | 4 | 2019 |
| Unmixing polarimetric radar images based on land cover type before target decomposition S Giordano, G Mercier, JP Rudant 2014 IEEE Geoscience and Remote Sensing Symposium, 2790-2793, 2014 | 3 | 2014 |
| FLAIR# 2: textural and temporal information for semantic segmentation from multi-source optical imagery A Garioud, A De Wit, M Poupée, M Valette, S Giordano, B Wattrelos arXiv preprint arXiv:2305.14467, 2023 | 2 | 2023 |
