
Alexandre Boulch
43
Documents
Publications
Publications
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Deep Surface Reconstruction from Point Clouds with Visibility Information26th International Conference on Pattern Recognition (ICPR), Aug 2022, Montreal, Canada. pp.2415-2422, ⟨10.1109/ICPR56361.2022.9956560⟩
Communication dans un congrès
hal-03575517
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STaRFlow: A SpatioTemporal Recurrent Cell for Lightweight Multi-Frame Optical Flow EstimationICPR 2020, Jan 2021, Milan, Italy. pp.2462-2469, ⟨10.1109/ICPR48806.2021.9412269⟩
Communication dans un congrès
hal-03132982
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Energy-Based Models for Earth Observation ApplicationsICLR Workshop on Energy Based Models, 2021, Virtual, France
Communication dans un congrès
hal-03354935
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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, Bruxelles, Belgium
Communication dans un congrès
hal-03379992
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PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point CloudsICCV 2021 - International Conference on Computer Vision, Oct 2021, Montreal / Virtual, Canada. ⟨10.1109/iccv48922.2021.01298⟩
Communication dans un congrès
hal-03364975
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Energy-based Models for Earth Observation ApplicationsORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France
Communication dans un congrès
hal-03339646
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On Auxiliary Losses for Semi-Supervised Semantic SegmentationECML PKDD 2020: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2020, Gand, Belgium
Communication dans un congrès
hal-03206301
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Learning to Understand Earth Observation Images with Weak and Unreliable Ground TruthIGARSS 2019, Jul 2019, Yokohama, Japan. pp.5602-5605, ⟨10.1109/IGARSS.2019.8898563⟩
Communication dans un congrès
hal-02355360
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Réseaux de neurones semi-supervisés pour la segmentation sémantique en télédétectionColloque GRETSI sur le Traitement du Signal et des Images, 2019, Lille, France
Communication dans un congrès
hal-02343961
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Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change DetectionComputer Vision and Pattern Recognition Workshops, Jun 2019, Long Beach, United States
Communication dans un congrès
hal-02392779
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Generalizing Discrete Convolutions for Unstructured Point Clouds12th Eurographics Workshop on 3D Object Retrieval, 3DOR 2019, in conjunction with the 40th Annual Conference of the European Association for Computer Graphics, EG 2019, May 2019, Gênes, Italy. ⟨10.2312/3dor.20191064⟩
Communication dans un congrès
hal-04809002
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Fast Stereo Disparity Maps Refinement By Fusion of Data-Based And Model-Based Estimations3DV 2019 - International Conference on 3D Vision, Sep 2019, Québec, Canada. pp.9-17, ⟨10.1109/3DV.2019.00011⟩
Communication dans un congrès
hal-02326896
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Détection et reconnaissance d’endommagements dans les matériaux composites par Deep Learning21ème Journées Nationales sur les Composites, École Nationale Supérieure d'Arts et Métiers (ENSAM) - Bordeaux, Jul 2019, Bordeaux, Talence, France
Communication dans un congrès
hal-02423015
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Surface Reconstruction from 3D Line Segments2019 International Conference on 3D Vision (3DV), Sep 2019, Québec, Canada. pp.553-563, ⟨10.1109/3DV.2019.00067⟩
Communication dans un congrès
hal-02344362
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What Data are needed for Semantic Segmentation in Earth Observation?2019 Joint Urban Remote Sensing Event (JURSE), May 2019, Vannes, France. pp.1-4, ⟨10.1109/JURSE.2019.8809071⟩
Communication dans un congrès
hal-02343915
v2
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Learning Speckle Suppression in Sar Images Without Ground Truth: Application to Sentinel-1 Time-Series38th Annual IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018, Jul 2018, Valencia, Spain. pp.2366-2369, ⟨10.1109/IGARSS.2018.8519370⟩
Communication dans un congrès
hal-02329355
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Large-scale semantic classification: outcome of the first year of Inria aerial image labeling benchmarkIGARSS 2018 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain. pp.1-4, ⟨10.1109/IGARSS.2018.8518525⟩
Communication dans un congrès
hal-01767807
v1
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Segmentation sémantique profonde par régression sur cartes de distances signées Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP), Jun 2018, Marne-la-Vallée, France
Communication dans un congrès
hal-01809991
v1
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Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural NetworksIGARSS 2018, Jul 2018, Valencia, Spain
Communication dans un congrès
hal-01899024
v1
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Fully Convolutional Siamese Networks for Change DetectionIEEE International Conference on Image Processing, Oct 2018, Athènes, Greece
Communication dans un congrès
hal-01824557
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Détection dense de changements par réseaux de neurones siamoisReconnaissance des Formes, Image, Apprentissage et Perception (RFIAP), Jun 2018, Marne-la-Vallée, France
Communication dans un congrès
hal-01823684
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Railway Detection: From Filtering to Segmentation Networks38th Annual IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018, Jul 2018, Valencia, Spain. pp.4819-4822, ⟨10.1109/IGARSS.2018.8517865⟩
Communication dans un congrès
hal-02338832
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SnapNet-R: Consistent 3D Multi-View Semantic Labeling for RoboticsIEEE International Conference on Computer Vision Workshop (ICCVW), Oct 2017, Venise, Italy. ⟨10.1109/ICCVW.2017.85⟩
Communication dans un congrès
hal-01808539
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Deep learning for urban remote sensingJoint Urban Remote Sensing Event (JURSE), Mar 2017, Dubaï, United Arab Emirates. ⟨10.1109/JURSE.2017.7924536⟩
Communication dans un congrès
hal-01672854
v1
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Un générateur de boites englobantes parcimonieux pour la détection d'objets dans des vidéosXXV colloque Gretsi 2015, Sep 2015, Lyon, France
Communication dans un congrès
hal-01175556
v1
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Statistical Criteria for Shape Fusion and SelectionInternational Conference on Pattern Recognition, Aug 2014, Stockholm, Sweden. ⟨10.1109/ICPR.2014.171⟩
Communication dans un congrès
hal-01163700
v1
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Technical Report: Co-learning of geometry and semantics for online 3D mapping[Research Report] ONERA. 2019
Rapport
(rapport de recherche)
hal-02341718
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Reconstruction automatique de maquettes numériques 3DTraitement du signal et de l'image [eess.SP]. Université Paris-Est, 2014. Français. ⟨NNT : 2014PEST1099⟩
Thèse
tel-01127912
v2
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