Prediction of categorized sea ice concentration from Sentinel-1 SAR images based on a fully convolutional network I De Gelis, A Colin, N Longépé IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 41 | 2021 |
Change detection in urban point clouds: An experimental comparison with simulated 3d datasets I de Gélis, S Lefèvre, T Corpetti Remote Sensing 13 (13), 2629, 2021 | 31 | 2021 |
Siamese KPConv: 3D multiple change detection from raw point clouds using deep learning I de Gélis, S Lefèvre, T Corpetti ISPRS Journal of Photogrammetry and Remote Sensing 197, 274-291, 2023 | 27 | 2023 |
An active–passive microwave land surface database from GPM SJ Munchak, S Ringerud, L Brucker, Y You, I de Gelis, C Prigent IEEE Transactions on Geoscience and Remote Sensing 58 (9), 6224-6242, 2020 | 22 | 2020 |
3D Urban Change Detection with Point Cloud Siamese Networks I de Gélis, S Lefèvre, T Corpetti ISPRS-International Archives of the Photogrammetry, Remote Sensing and …, 2021 | 13 | 2021 |
Benchmarking change detection in urban 3D point clouds I De Gélis, S Lefèvre, T Corpetti, T Ristorcelli, C Thénoz, P Lassalle 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 3352 …, 2021 | 8 | 2021 |
Change detection needs change information: improving deep 3D point cloud change detection I De Gélis, T Corpetti, S Lefèvre IEEE Transactions on Geoscience and Remote Sensing 62, 1-10, 2024 | 6 | 2024 |
Deep unsupervised learning for 3D ALS point clouds change detection I de Gélis, S Saha, M Shahzad, T Corpetti, S Lefèvre, XX Zhu ISPRS Open Journal of Photogrammetry and Remote Sensing 9, 100044, 2023 | 6 | 2023 |
Cliff Change Detection Using Siamese Kpconv Deep Network on 3d Point Clouds I de Gélis, Z Bessin, P Letortu, M Jaud, C Delacourt, S Costa, O Maquaire, ... ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2022 | 6 | 2022 |
DC3DCD: Unsupervised learning for multiclass 3D point cloud change detection I de Gélis, S Lefèvre, T Corpetti ISPRS Journal of Photogrammetry and Remote Sensing 206, 168-183, 2023 | 2 | 2023 |
Détection de changements urbains 3D par un réseau Siamois sur des nuages de point I de Gelis, S Lefèvre, T Corpetti ORASIS 2021, 2021 | 1 | 2021 |
Parameterization of the Arctic sea ice microwave emissivity between 1.4 and 36~ GHz, for large scale applications L Kilic, C Jimenez, C Prigent, I de Gelis, G Garric, M Ocean ESS Open Archive eprints 976, 172304569.97624497, 2024 | | 2024 |
Landslide Detection in 3D Point Clouds With Deep Siamese Convolutional Network I De Gélis, T Bernard, D Lague, T Corpetti, S Lefèvre IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024 | | 2024 |
" Low Supervision" Deep Cluster Change Detection (CDCluster) On Remote Sensing RGB Data: Towards The Unsupervising Clustering Framework GF Garcia, I De Gelis, T Corpetti, S Lefèvre, A Le Bris IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | | 2023 |
Apprentissage profond pour la détection de changements dans des nuages de points 3D I de Gélis Lorient, 2023 | | 2023 |
Deep learning for change detection in 3D point clouds I De Gélis Université de Bretagne Sud, 2023 | | 2023 |
Apport de données atmosphériques sur le temps de convergence du PPP centimétrique temps réel I de Gélis, F Fund, PS de Oliveira Junior, R Legros XYZ 161, 59-66, 2019 | | 2019 |
Beyond Siamese KPConv: Early Encoding and Less Supervision I de Gélis, S Lefèvre, T Corpetti Northern Lights Deep Learning Conference Abstracts 2024, 0 | | |
Change detection in 3D point clouds based on deep learning I de Gélis, S Lefèvre, T Corpetti | | |