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Books and Theses
- 2023
[b1]Iris de Gélis:
Deep learning for change detection in 3D point clouds. (Apprentissage profond pour la détection de changements dans des nuages de points 3D). University of Southern Brittany, Vannes, Morbihan, France, 2023
Journal Articles
- 2024
- [j4]Iris de Gélis, Thomas Corpetti, Sébastien Lefèvre
:
Change Detection Needs Change Information: Improving Deep 3-D Point Cloud Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-10 (2024) - 2021
- [j3]Iris de Gélis, Sébastien Lefèvre, Thomas Corpetti:
Change Detection in Urban Point Clouds: An Experimental Comparison with Simulated 3D Datasets. Remote. Sens. 13(13): 2629 (2021) - [j2]Iris de Gélis, Aurélien Colin, Nicolas Longépé:
Prediction of Categorized Sea Ice Concentration From Sentinel-1 SAR Images Based on a Fully Convolutional Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 5831-5841 (2021) - 2020
- [j1]S. Joseph Munchak, Sarah E. Ringerud, Ludovic Brucker, Yalei You, Iris de Gélis, Catherine Prigent:
An Active-Passive Microwave Land Surface Database From GPM. IEEE Trans. Geosci. Remote. Sens. 58(9): 6224-6242 (2020)
Conference and Workshop Papers
- 2024
- [c3]Iris de Gélis, Thomas Bernard, Dimitri Lague, Thomas Corpetti, Sébastien Lefèvre:
Landslide Detection in 3D Point Clouds With Deep Siamese Convolutional Network. IGARSS 2024: 4574-4577 - 2023
- [c2]Garcia Fernandez Guglielmo, Iris de Gélis, Thomas Corpetti, Sébastien Lefèvre, Arnaud Le Bris:
"Low Supervision" Deep Cluster Change Detection (CDCluster) On Remote Sensing RGB Data: Towards The Unsupervising Clustering Framework. IGARSS 2023: 6656-6659 - 2021
- [c1]Iris de Gélis, Sébastien Lefèvre, Thomas Corpetti, Thomas Ristorcelli, Chloé Thénoz, Pierre Lassalle:
Benchmarking Change Detection in Urban 3D Point Clouds. IGARSS 2021: 3352-3355
Data and Artifacts
- 2022
- [d1]Stephen Joseph Munchak, Sarah E. Ringerud, Ludovic Brucker, Yalei You, Iris de Gélis, Catherine Prigent:
An Active-Passive Microwave Land Surface Classification from GPM. IEEE DataPort, 2022
Informal and Other Publications
- 2023
- [i2]Iris de Gélis, Thomas Corpetti, Sébastien Lefèvre:
Change detection needs change information: improving deep 3D point cloud change detection. CoRR abs/2304.12639 (2023) - [i1]Iris de Gélis, Sébastien Lefèvre, Thomas Corpetti:
DC3DCD: unsupervised learning for multiclass 3D point cloud change detection. CoRR abs/2305.05421 (2023)
Coauthor Index
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