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SAR TOMOGRAPHY OF URBAN AREAS: 3D REGULARIZED INVERSION IN THE SCENE GEOMETRY

Clement Rambour , L. Denis , Florence Tupin , Jean-Marie Nicolas , Hélène Oriot
IGARSS, Jul 2018, Valencia, Spain
Communication dans un congrès hal-01860253v1

Leveraging Vision-Language Foundation Models for Fine-Grained Downstream Tasks

Denis Coquenet , Clément Rambour , Emanuele Dalsasso , Nicolas Thome
2023
Pré-publication, Document de travail hal-04162923v1
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Analysis of dense coregistration methods applied to optical and SAR time-series for ice flow estimations

Laurane Charrier , Pierre Godet , Clément Rambour , Flora Weissgerber , Simon Erdmann , et al.
2020 IEEE Radar Conference (RadarConf20), Sep 2020, Florence, Italy. pp.1-6, ⟨10.1109/RadarConf2043947.2020.9266643⟩
Communication dans un congrès hal-03103824v1
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Complementing Brightness Constancy with Deep Networks for Optical Flow Prediction

Vincent Le Guen , Clément Rambour , Nicolas Thome
ECCV 2022, Oct 2022, Tel Aviv, Israel. ⟨10.1007/978-3-031-19803-8_8⟩
Communication dans un congrès hal-03717740v1
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SAR TOMOGRAPHY OF URBAN AREAS: 3D REGULARIZED INVERSION IN THE SCENE GEOMETRY

Clément Rambour , Loïc Denis , Florence Tupin , Jean-Marie Nicolas , Hélène Oriot
2018 IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valence, Spain
Communication dans un congrès hal-01873659v1

From Interferometric to Tomographic Synthetic Aperture Radar. Scatterer unmixing in urban areas: A review of synthetic aperture radar tomography-processing techniques

Clement Rambour , Alessandra Budillon , Angel Johnsy , Loïc Denis , Florence Tupin , et al.
IEEE geoscience and remote sensing magazine, 2020, 8 (2)
Article dans une revue ujm-02457407v1
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Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection

Marc Lafon , Elias Ramzi , Clément Rambour , Nicolas Thome
International Conference on Machine Learning, Jul 2023, Honololu, Hawaii, United States
Communication dans un congrès hal-04112184v2

Similarity criterion for SAR tomography over dense urban area

Clément Rambour , Loïc Denis , Florence Tupin , Jean Marie Nicolas , Hélène Oriot , et al.
IEEE IGARSS, Jul 2017, Fort Worth (TX), United States. ⟨10.1109/IGARSS.2017.8127315⟩
Communication dans un congrès ujm-01623092v1
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Hierarchical Average Precision Training for Pertinent Image Retrieval

Elias Ramzi , Nicolas Audebert , Nicolas Thome , Clément Rambour , Xavier Bitot
ECCV 2022, Oct 2022, Tel-Aviv, Israel
Communication dans un congrès hal-03712933v2
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Structural tomographic approaches for urban area analysis using high resolution SAR tomography : TomoSAR

Clément Rambour
Signal and Image processing. Université Paris Saclay (COmUE), 2019. English. ⟨NNT : 2019SACLT007⟩
Thèse tel-02263626v1
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U-Net Transformer: Self and Cross Attention for Medical Image Segmentation

Olivier Petit , Nicolas Thome , Clement Rambour , Loic Themyr , Toby Collins , et al.
MICCAI workshop MLMI, Sep 2021, Strasbourg (virtuel), France
Communication dans un congrès hal-03337089v1
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Robust and Decomposable Average Precision for Image Retrieval

Elias Ramzi , Nicolas Thome , Clément Rambour , Nicolas Audebert , Xavier Bitot
Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021), Dec 2021, Sydney, Australia
Communication dans un congrès hal-03359605v3
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Flood detection in time series of optical and sar images

Clément Rambour , Nicolas Audebert , E. Koeniguer , B. Le Saux , M. Crucianu , et al.
ISPRS International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020, XLIII-B2-2020, pp.1343-1346. ⟨10.5194/isprs-archives-XLIII-B2-2020-1343-2020⟩
Article dans une revue hal-02924220v1
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3D Buildings Reconstruction with SAR Tomography Guided by Partial Footprints Information

Clément Rambour , Loïc Denis , Florence Tupin
EUSAR 2021, Mar 2021, VIRTUEL, Germany
Communication dans un congrès hal-03244795v1
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Full Contextual Attention for Multi-resolution Transformers in Semantic Segmentation

Loïc Themyr , Clément Rambour , Nicolas Thome , Toby Collins , Alexandre Hostettler
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2023, Waikoloa, United States. pp.3223-3232, ⟨10.1109/WACV56688.2023.00324⟩
Communication dans un congrès hal-03901666v1
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Regularized SAR Tomography Approaches

Alessandra Budillon , Loïc Denis , Clément Rambour , Gilda Schirinzi , Florence Tupin
IGARSS (IEEE International Geoscience and Remote Sensing Symposium), Sep 2020, Hawaï, United States
Communication dans un congrès hal-02954656v1
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Introducing spatial regularization in SAR tomography reconstruction

Clément Rambour , Loïc Denis , Florence Tupin , Hélène Oriot
IEEE Transactions on Geoscience and Remote Sensing, 2019, ⟨10.1109/TGRS.2019.2921756⟩
Article dans une revue hal-01797425v2
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Urban Surface Reconstruction in SAR Tomography by Graph-Cuts

Clément Rambour , Loïc Denis , Florence Tupin , Hélène Oriot , Yue Huang , et al.
Computer Vision and Image Understanding, 2019, 188, pp.102791. ⟨10.1016/j.cviu.2019.07.011⟩
Article dans une revue hal-01873673v1
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Learning a versatile representation of SAR data for regression and segmentation by leveraging self-supervised despeckling with MERLIN

Emanuele Dalsasso , Clément Rambour , Loïc Denis , Florence Tupin
2023
Pré-publication, Document de travail hal-04245654v1
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Now you see me: finding the right observation space to learn diverse behaviours by reinforcement in games

Raphaël Boige , Nicolas Audebert , Clément Rambour , Guillaume Levieux
Conférence sur l'Apprentissage automatique (CAp), Jul 2022, Vannes, France
Communication dans un congrès hal-03678280v1
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Urban surface recovery through graph-cuts over SAR tomographic reconstruction

Clément Rambour , Loïc Denis , Florence Tupin , Hélène Oriot
2019 Joint Urban Remote Sensing Event (JURSE), May 2019, Vannes, France. ⟨10.1109/JURSE.2019.8809001⟩
Communication dans un congrès hal-02924933v1
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MERLIN-Seg: self-supervised despeckling for label-efficient semantic segmentation

Emanuele Dalsasso , Clément Rambour , Nicolas Trouvé , Nicolas Thome
Computer Vision and Image Understanding, 2024, 241, ⟨10.1016/j.cviu.2024.103940⟩
Article dans une revue hal-04163624v2