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Sébastien Lefèvre
276
Documents
Researcher identifiers
sebastien-lefevre
-
0000-0002-2384-8202
- IdRef : 113437773
Presentation
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Prévision des ressources en eau à partir de séries temporelles d’images satellitaires à l’aide d’un réseau de neurones pour graphesReconnaissance des Formes, Image, Apprentissage et Perception 2024, Jul 2024, Lille, France
Conference papers
hal-04643544v1
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Landslide Detection in 3D Point Clouds With Deep Siamese Convolutional NetworkIGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Jul 2024, Athens, Greece. pp.4574-4577, ⟨10.1109/IGARSS53475.2024.10641348⟩
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hal-04778949v1
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Mapping earth mounds from spaceInternational Geoscience and Remote Sensing Symposium, IEEE, 2024, Athènes, Greece. pp.4044-4049, ⟨10.1109/IGARSS53475.2024.10642004⟩
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Semantic World – A Novel Benchmark Dataset for Semi-Supervised Semantic SegmentationEARSeL Symposium, 2024, Manchester, United Kingdom
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Plant detection from ultra high resolution remote sensing images: A Semantic Segmentation approach based on fuzzy lossIEEE International Geoscience and Remote Sensing Symposium (IGARSS 2024), Jul 2024, Athènes, Greece. ⟨10.1109/IGARSS53475.2024.10641972⟩
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More Labels or Better Labels? A Semantic Segmentation Study Case Using Historical Aerial Images for Tree DelineationIGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, IEEE, Jul 2024, Athens, Greece. pp.9604-9608, ⟨10.1109/IGARSS53475.2024.10642817⟩
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Multimodal Object Detection in Remote SensingIGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, France. pp.1245-1248, ⟨10.1109/IGARSS52108.2023.10281486⟩
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Weakly Supervised Marine Animal Detection from Remote Sensing Images Using Vector-Quantized Variational AutoencoderIGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. pp.5559-5562, ⟨10.1109/IGARSS52108.2023.10282672⟩
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HIRACLES : HIgh-Resolution imAgery for CLiff Erosion Studies – utilisation des images Pléiades pour le suivi de l’érosion du front de falaiseSéminaire du réseau d’observation du littoral de Normandie et des Hauts-de-France, réseau d’observation du littoral de Normandie et des Hauts-de-France, Nov 2023, Caen, France
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Learning UAV-Based Above-Ground Biomass Regression Models in Sparse Training Data EnvironmentsIGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. pp.3322-3325, ⟨10.1109/IGARSS52108.2023.10281513⟩
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Hyperbolic Variational Auto-Encoder for Remote Sensing EmbeddingsInternational Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena (California), United States
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Contribution de l’imagerie satellite oblique (Pléiades) au suivi et à la compréhension de l’érosion des falaisesWebinaire technique du réseau national des observatoires du trait de côte, Jun 2023, Paris, France
Conference papers
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Mapping Pb/Zn-stressed plant communities: challenges of centimetre- to millimetre-scale UAV sensing for training deep-learning schemesVirtual Geoscience Conference 2023, Geosensor Systems group, TU Dresden; Department of Exploration, Helmholtz Institute Freiberg for Resource Technology (HIF), Sep 2023, Dresden, Germany
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Variational Autoencoder with Gaussian Random Field prior: application to unsupervised animal detection in aerial images2023 IEEE International Conference on Image Processing (ICIP), Oct 2023, Kuala Lumpur, Malaysia. pp.1620-1624, ⟨10.1109/ICIP49359.2023.10222900⟩
Conference papers
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Analyse de techniques d'apprentissage sur graphes pour la segmentation sémantique de séries temporelles d'images satellitairesORASIS 2023, Laboratoire LIS, UMR 7020, May 2023, Carqueiranne, France
Conference papers
hal-04219303v1
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Graph Dynamic Earth Net: Spatio-Temporal Graph Benchmark for Satellite Image Time SeriesIGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. ⟨10.1109/IGARSS52108.2023.10281458⟩
Conference papers
hal-04352656v1
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"LOW SUPERVISION" DEEP CLUSTER CHANGE DETECTION (CDCLUSTER) ON REMOTE SENSING RGB DATA: TOWARDS THE UNSUPERVISING CLUSTERING FRAMEWORKIGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. pp.6656-6659, ⟨10.1109/IGARSS52108.2023.10282898⟩
Conference papers
hal-04309802v1
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Less Labels, More Modalities: A Self-Training Framework to Reuse Pretrained NetworksIAPR International Workshop on Pattern Recognition in Remote Sensing, 2022, Montréal, Canada
Conference papers
hal-03991191v1
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Fully Deep Simple Online Real-time Tracking: Efficient Re-Identification by Attention without Explicit Similarity Learning2022 26th International Conference on Pattern Recognition (ICPR), Aug 2022, Montreal, Canada. pp.3522-3528, ⟨10.1109/ICPR56361.2022.9956283⟩
Conference papers
hal-03991158v1
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Robust Deep Simple Online Real-time TrackingCongrès de Reconnaissance des Formes, Image, Apprentissage, Perception (RFIAP), 2022, Vannes, France
Conference papers
hal-03991283v1
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Fully Deep SORT: Réidentification par mécanisme d’attention sans apprentissage explicite de similaritéColloque GRETSI sur le Traitement du Signal et des Images, 2022, Lille, France
Conference papers
hal-03991269v1
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Unsupervised Addition of a New Modality through Self-Training for Semantic SegmentationCongrès de Reconnaissance des Formes, Image, Apprentissage, Perception (RFIAP), 2022, Vannes, France
Conference papers
hal-03991287v1
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Autoencodeurs variationnels à registre de vecteurs pour la détection d'anomaliesRFIAP 2022 - (Congrès Reconnaissance des Formes, Image, Apprentissage et Perception), Jul 2022, Vannes, France
Conference papers
hal-03697359v1
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Deep Active Contour Models for Delineating Glacier Calving FrontsIGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Malaysia. pp.4490-4493, ⟨10.1109/IGARSS46834.2022.9884819⟩
Conference papers
hal-03991217v1
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Ajout non supervisé d’une modalité pour la télédétectionColloque GRETSI sur le Traitement du Signal et des Images, 2022, Lille, France
Conference papers
hal-03991274v1
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Deep Learning–Based Bathymetry Mapping from Multispectral Satellite Data Around Europa IslandEUCOMARE 2022: International Conference European Spatial Data for Coastal and Marine Remote Sensing, May 2022, Saint Malo (FR), France. pp.97-111, ⟨10.1007/978-3-031-16213-8_6⟩
Conference papers
hal-03991226v1
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A Hierarchical Prototypical Network for Few-Shot Remote Sensing Scene ClassificationICPRAI 2022 - 3rd International Conference on Pattern Recognition and Artificial Intelligence, Jun 2022, Paris, France
Conference papers
hal-03694878v1
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Leveraging Vector-Quantized Variational Autoencoder Inner Metrics for Anomaly Detection2022 26th International Conference on Pattern Recognition (ICPR), Aug 2022, Montreal, Canada. pp.435-441, ⟨10.1109/ICPR56361.2022.9956102⟩
Conference papers
hal-03991178v1
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Low-cost Multispectral Scene Analysis with Modality DistillationWACV 2022 - IEEE Winter Conference on Applications of Computer Vision, Jan 2022, Waikoloa /Virtual, United States. pp.1-10, ⟨10.1109/WACV51458.2022.00339⟩
Conference papers
hal-03491950v1
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Robust Deep Simple Online Real-Time Tracking2021 12th International Symposium on Image and Signal Processing and Analysis (ISPA), Sep 2021, Zagreb, Croatia. pp.138-144, ⟨10.1109/ISPA52656.2021.9552062⟩
Conference papers
hal-03379508v1
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Very high resolution Airborne PolSAR Image Classification using Convolutional Neural Networks13th European Conference on Synthetic Aperture Radar, 2021, Leipzig, Germany
Conference papers
hal-02539270v1
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Ajouter une modalité complementaire sans annotationsORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France
Conference papers
hal-03339619v1
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Fast Pattern Spectra using Tree Representation of the Image for Patch RetrievalDGMM 2021 - IAPR International Conference on Discrete Geometry and Mathematical Morphology, May 2021, Uppsala / Virtual, Sweden. pp.107-119, ⟨10.1007/978-3-030-76657-3_7⟩
Conference papers
hal-03354933v1
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On Morphological Hierarchies for Image SequencesICPR 2020 – 25th International Conference on Pattern Recognition, Jan 2021, Milan (virtual), Italy. pp.1-8, ⟨10.1109/ICPR48806.2021.9412177⟩
Conference papers
hal-03291870v1
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Bayesian Deep Learning with Monte Carlo Dropout for Qualification of Semantic SegmentationIGARSS 2021 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Brussels, Belgium
Conference papers
hal-03379980v1
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Guided Attentive Feature Fusion for Multispectral Pedestrian DetectionWACV 2021 - IEEE Winter Conference on Applications of Computer Vision, Jan 2021, Waikoloa /Virtual, United States. pp.1-9, ⟨10.1109/WACV48630.2021.00012⟩
Conference papers
hal-03119907v1
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Détection de changements urbains 3D par un réseau Siamois sur nuage de pointsORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France
Conference papers
hal-03339638v1
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Contribution of oblique satellite imagery to monitor and understand the coastal cliff erosion in France and GreeceWomen in Geomorphology: a Mediterranean perspective, Mar 2021, visioconférence, Greece
Conference papers
hal-03165171v1
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Benchmarking Change Detection in Urban 3D Point CloudsIGARSS 2021 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Brussels, Belgium
Conference papers
hal-03379985v1
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PDF-Distil: including Prediction Disagreements in Feature-based Distillation for object detectionBMVC 2021 - 32nd British Machine Vision Conference, Nov 2021, Virtual, United Kingdom. pp.1-13
Conference papers
hal-03487128v1
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Watershed-based attribute profiles for pixel classification of remote sensing dataDGMM 2021 - IAPR International Conference on Discrete Geometry and Mathematical Morphology, May 2021, Uppsala / Virtual, Sweden
Conference papers
hal-03199313v1
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Energy-based Models for Earth Observation ApplicationsORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France
Conference papers
hal-03339646v1
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Energy-Based Models for Earth Observation ApplicationsICLR Workshop on Energy Based Models, 2021, Virtual, France
Conference papers
hal-03354935v1
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Classification and Generation of Earth Observation Images using a Joint Energy-Based ModelIGARSS 2021 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Brussels, France
Conference papers
hal-03379992v1
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