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Clément Rambour
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U-net transformer: Self and cross attention for medical image segmentation
O Petit, N Thome, C Rambour, L Themyr, T Collins, L Soler
Machine Learning in Medical Imaging: 12th International Workshop, MLMI 2021 …, 2021
2132021
Flood detection in time series of optical and sar images
C Rambour, N Audebert, E Koeniguer, B Le Saux, M Crucianu, M Datcu
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2020
522020
From interferometric to tomographic SAR: A review of synthetic aperture radar tomography-processing techniques for scatterer unmixing in urban areas
C Rambour, A Budillon, AC Johnsy, L Denis, F Tupin, G Schirinzi
IEEE Geoscience and Remote Sensing Magazine 8 (2), 6-29, 2020
492020
Introducing spatial regularization in SAR tomography reconstruction
C Rambour, L Denis, F Tupin, HM Oriot
IEEE Transactions on Geoscience and Remote Sensing 57 (11), 8600-8617, 2019
292019
Robust and decomposable average precision for image retrieval
E Ramzi, N Thome, C Rambour, N Audebert, X Bitot
Advances in Neural Information Processing Systems 34, 23569-23581, 2021
222021
Urban surface reconstruction in SAR tomography by graph-cuts
C Rambour, L Denis, F Tupin, H Oriot, Y Huang, L Ferro-Famil
Computer Vision and Image Understanding 188, 102791, 2019
172019
Sen12-flood: a sar and multispectral dataset for flood detection
C Rambour, N Audebert, E Koeniguer, B Le Saux, M Crucianu, M Datcu
IEEE: Piscataway, NJ, USA, 2020
142020
Videdit: Zero-shot and spatially aware text-driven video editing
P Couairon, C Rambour, JE Haugeard, N Thome
arXiv preprint arXiv:2306.08707, 2023
122023
Hierarchical average precision training for pertinent image retrieval
E Ramzi, N Audebert, N Thome, C Rambour, X Bitot
European Conference on Computer Vision, 250-266, 2022
82022
Analysis of dense coregistration methods applied to optical and SAR time-series for ice flow estimations
L Charrier, P Godet, C Rambour, F Weissgerber, S Erdmann, ...
2020 IEEE Radar Conference (RadarConf20), 1-6, 2020
62020
U-net transformer: Self and cross attention for medical image segmentation. arXiv 2021
O Petit, N Thome, C Rambour, L Soler
arXiv preprint arXiv:2103.06104, 0
6
Full contextual attention for multi-resolution transformers in semantic segmentation
L Themyr, C Rambour, N Thome, T Collins, A Hostettler
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
52023
SAR tomography of urban areas: 3D regularized inversion in the scene geometry
C Rambour, L Denis, F Tupin, JM Nicolas, H Oriot
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
52018
Hybrid energy based model in the feature space for out-of-distribution detection
M Lafon, E Ramzi, C Rambour, N Thome
arXiv preprint arXiv:2305.16966, 2023
42023
Similarity criterion for SAR tomography over dense urban area
C Rambour, L Denis, F Tupin, JM Nicolas, H Oriot, L Ferro-Famil, ...
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017
42017
Memory transformers for full context and high-resolution 3D Medical Segmentation
L Themyr, C Rambour, N Thome, T Collins, A Hostettler
International Workshop on Machine Learning in Medical Imaging, 121-130, 2022
32022
MERLIN-Seg: self-supervised despeckling for label-efficient semantic segmentation
E Dalsasso, C Rambour, N Trouvé, N Thome
Computer Vision and Image Understanding 241, 103940, 2024
22024
From Interferometric to Tomographic Synthetic Aperture Radar. Scatterer unmixing in urban areas: A review of synthetic aperture radar tomography-processing techniques
C Rambour, A Budillon, A Johnsy, L Denis, F Tupin, G Schirinzi
IEEE geoscience and remote sensing magazine 8 (2), 2020
22020
Complementing brightness constancy with deep networks for optical flow prediction
VL Guen, C Rambour, N Thome
European Conference on Computer Vision, 121-138, 2022
12022
Learning a versatile representation of SAR data for regression and segmentation by leveraging self-supervised despeckling with MERLIN
E Dalsasso, C Rambour, L Denis, F Tupin
2023
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Articles 1–20