Matthieu Gallet
Publications
Publications
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ARMAGNAC: A New Parametric Batch Normalization Layer for SPDNet Architecture2026 |
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MULTISCALE CORRELATION REGRESSION FOR JOINT CHANGE DETECTION AND CLASSIFICATION IN SAR TIME SERIESInternational Geoscience and Remote Sensing Symposium (IGARSS 2025), Aug 2025, Brisbane (AU), Australia |
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RENYI DIVERGENCES LEARNING FOR EXPLAINABLE CLASSIFICATION OF SAR IMAGE PAIRSICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, South Korea. pp.7445-7449, ⟨10.1109/ICASSP48485.2024.10448227⟩ |
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Supervised Classification For Analysis Of Cryospheric Zones Using SAR Statistical TimeseriesInternational Geoscience and Remote Sensing Symposium (IGARSS 2023), Jul 2024, Athens, Greece |
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Apprentissage explicable d’un ensemble de divergences pour la similarité inter-classe de données SARGRETSI, XXIXème Colloque Francophone de Traitement du Signal et des Images, GRETSI, Aug 2023, Grenoble, France |
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CNN Classification of Wet Snow By Physical Snowpack Model LabelingInternational Geoscience and Remote Sensing Symposium (IGARSS 2023), Jul 2023, Pasadena, CA, United States. ⟨10.1109/IGARSS52108.2023.10281833⟩ |
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Temporal Evolution of X and C Band SAR Backscattering in theMont-Blanc MassifInternational Geoscience and Remote Sensing Symposium (IGARSS 2023), Jul 2023, Pasadena, CA, United States |
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Nouvel algorithme d'inversion robuste pour le RADAR GPRGRETSI, XXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI, Sep 2022, Nancy, France |
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Classification of GPR Signals via Covariance Pooling on CNN Features within a Riemannian FrameworkInternational Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lampur, Malaysia. ⟨10.1109/IGARSS46834.2022.9884684⟩ |
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Wet Snow Detection From Satellite SAR Images by Machine Learning With Physical Snowpack Model LabelingIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17, pp.2901-2917. ⟨10.1109/JSTARS.2023.3342990⟩ |
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New Robust Sparse Convolutional Coding Inversion Algorithm for Ground Penetrating Radar ImagesIEEE Transactions on Geoscience and Remote Sensing, In press, ⟨10.1109/TGRS.2023.3268477⟩ |
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Apprentissage automatique pour la caractérisation et l’analyse de la dynamique de la cryosphère par imagerie satellitaire radar.Glaciologie. Université Savoie Mont Blanc, 2024. Français. ⟨NNT : 2024CHAMA027⟩ |