Alexandre Boulch
39
Documents
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⟩
Conference papers
hal-03575517v1
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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
Conference papers
hal-03364975v1
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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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Energy-Based Models for Earth Observation ApplicationsICLR Workshop on Energy Based Models, 2021, Virtual, France
Conference papers
hal-03354935v1
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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, GHENT, Belgium
Conference papers
hal-03206301v1
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Surface Reconstruction from 3D Line Segments2019 International Conference on 3D Vision (3DV), Sep 2019, Québec City, Canada. pp.553-563, ⟨10.1109/3DV.2019.00067⟩
Conference papers
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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⟩
Conference papers
hal-02326896v1
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Learning to Understand Earth Observation Images with Weak and Unreliable Ground TruthIGARSS 2019, Jul 2019, YOKOHAMA, Japan
Conference papers
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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
Conference papers
hal-02423015v1
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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⟩
Conference papers
hal-02343915v2
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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
Conference papers
hal-02392779v1
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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
Conference papers
hal-02343961v1
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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⟩
Conference papers
hal-02338832v1
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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
Conference papers
hal-01809991v1
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Fully Convolutional Siamese Networks for Change DetectionIEEE International Conference on Image Processing, Oct 2018, Athens, Greece
Conference papers
hal-01824557v1
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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
Conference papers
hal-01823684v1
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Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural NetworksIGARSS 2018, Jul 2018, Valencia, Spain
Conference papers
hal-01899024v1
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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⟩
Conference papers
hal-02329355v1
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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⟩
Conference papers
hal-01767807v1
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Deep learning for urban remote sensingJoint Urban Remote Sensing Event (JURSE), Mar 2017, Dubai, United Arab Emirates. ⟨10.1109/JURSE.2017.7924536⟩
Conference papers
hal-01672854v1
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SnapNet-R: Consistent 3D Multi-View Semantic Labeling for RoboticsIEEE International Conference on Computer Vision Workshop (ICCVW), Oct 2017, Venice, Italy. ⟨10.1109/ICCVW.2017.85⟩
Conference papers
hal-01808539v1
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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
Conference papers
hal-01175556v1
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Statistical Criteria for Shape Fusion and SelectionInternational Conference on Pattern Recognition, Aug 2014, Stockholm, Sweden. ⟨10.1109/ICPR.2014.171⟩
Conference papers
hal-01163700v1
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Technical Report: Co-learning of geometry and semantics for online 3D mapping[Research Report] ONERA. 2019
Reports
hal-02341718v1
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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⟩
Theses
tel-01127912v2
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