Clément Rambour
Membre associé
Site web : https://clementrambour.wp.imt.fr/
Bureau : 37.1.40
Je suis maitre de conférence au sein de l'équipe Vertigo du CEDRIC. Mes sujets de recherche sont l'analyse de séries d'image multimodale pour la détection de changement et la prédiction ainsi que la résolution et régularisation de problèmes inverses.
2024
Articles de revue
- MERLIN-Seg: self-supervised despeckling for label-efficient semantic segmentation. In Computer Vision and Image Understanding, 241, 2024. doi www
Articles de conférence
- GalLoP: Learning Global and Local Prompts for Vision-Language Models. In The 18th European Conference on Computer Vision ECCV 2024, arXiv, Milan, Italy, 2024. doi www
- Learning a versatile representation of SAR data for regression and segmentation by leveraging self-supervised despeckling with MERLIN. In European Conference on Synthetic Aperture Radar, Munich (Allemagne), Germany, 2024. www
2023
Articles de conférence
- Full Contextual Attention for Multi-resolution Transformers in Semantic Segmentation. In 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pages 3223-3232, IEE Computer Society, Waikoloa, United States, 2023. doi www
- Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection. In International Conference on Machine Learning, Honololu, Hawaii, United States, 2023. www
Non publié
- Leveraging Vision-Language Foundation Models for Fine-Grained Downstream Tasks. , working paper or preprint. www
2022
Articles de conférence
- Hierarchical Average Precision Training for Pertinent Image Retrieval. In ECCV 2022, Tel-Aviv, Israel, 2022. www
- Complementing Brightness Constancy with Deep Networks for Optical Flow Prediction. In ECCV 2022, Springer, Tel Aviv, Israel, Lecture Notes in Computer Science, vol 13681 , 2022. doi www
- Now you see me: finding the right observation space to learn diverse behaviours by reinforcement in games. In Conférence sur l'Apprentissage automatique (CAp), Vannes, France, 2022. www
2021
Articles de conférence
- 3D Buildings Reconstruction with SAR Tomography Guided by Partial Footprints Information. In EUSAR 2021, VIRTUEL, Germany, 2021. www
- U-Net Transformer: Self and Cross Attention for Medical Image Segmentation. In MICCAI workshop MLMI, Strasbourg (virtuel), France, 2021. www
- Robust and Decomposable Average Precision for Image Retrieval. In Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021), Sydney, Australia, 2021. www
2020
Articles de revue
- Flood detection in time series of optical and sar images. In ISPRS International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLIII-B2-2020: 1343-1346, 2020. doi www
- From Interferometric to Tomographic Synthetic Aperture Radar. Scatterer unmixing in urban areas: A review of synthetic aperture radar tomography-processing techniques. In IEEE geoscience and remote sensing magazine, 8 (2), 2020. www
Articles de conférence
- Analysis of dense coregistration methods applied to optical and SAR time-series for ice flow estimations. In 2020 IEEE Radar Conference (RadarConf20), pages 1-6, IEEE, Florence, Italy, 2020. doi www
- Regularized SAR Tomography Approaches. In IGARSS (IEEE International Geoscience and Remote Sensing Symposium), IEEE, Hawa"i, United States, 2020. www
2019
Articles de revue
- Introducing spatial regularization in SAR tomography reconstruction. In IEEE Transactions on Geoscience and Remote Sensing, 2019. doi www
- Urban Surface Reconstruction in SAR Tomography by Graph-Cuts. In Computer Vision and Image Understanding, 188: 102791, 2019. doi www
Articles de conférence
- Urban surface recovery through graph-cuts over SAR tomographic reconstruction. In 2019 Joint Urban Remote Sensing Event (JURSE), IEEE, Vannes, France, Urban Remote Sensing Joint Event , 2019. doi www
Thèses et habilitations
2018
Articles de conférence
- SAR TOMOGRAPHY OF URBAN AREAS: 3D REGULARIZED INVERSION IN THE SCENE GEOMETRY. In 2018 IEEE International Geoscience and Remote Sensing Symposium, Valence, Spain, 2018. www
2017
Articles de conférence
- Similarity criterion for SAR tomography over dense urban area. In IEEE IGARSS, Fort Worth (TX), United States, 2017. doi www