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Fast building extraction by multiscale analysis of digital surface models

 François Merciol , Sébastien Lefèvre
IEEE International Geosciences and Remote Sensing Symposium (IGARSS), 2015, Milan, Italy
Communication dans un congrès hal-01168148v1
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Optimisation de la méthode de débruitage Non Local Bayes pour les images satellites optiques à très haute résolution spatiale : applications dans le contexte des missions Pléiades et Spot World Heritage

 Antoine Masse , Sébastien Lefèvre , Romain Dambreville , Gwendoline Blanchet , J M Delvit , et al.
Conférence Française de Photogrammétrie et de Télédétection (CFPT), 2018, Marne-La-Vallée, France
Communication dans un congrès hal-01969048v1
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Interoperability of multiscale visual representations for satellite image big data

 François Merciol , Antoine Sauray , Sébastien Lefèvre
Conference on Big Data from Space (BiDS), 2016, Santa Cruz de Tenerife, Spain
Communication dans un congrès hal-01253872v1
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Unsupervised Classifier Selection Approach for Hyperspectral Image Classification

 Bharath Bhushan Damodaran , Nicolas Courty , Sébastien Lefèvre
IEEE International Geosciences and Remote Sensing Symposium (IGARSS), 2016, Beijing, China
Communication dans un congrès hal-01320020v1
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An end-member based ordering relation for the morphological description of hyperspectral images

 Erchan Aptoula , Nicolas Courty , Sébastien Lefèvre
IEEE International Conference on Image Processing (ICIP), Oct 2014, Paris, France
Communication dans un congrès hal-00998256v1
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GEOBIA at the Terapixel Scale: From VHR Satellite Images to Small Woody Features at the Pan-European Level

 François Merciol , Loïc Faucqueur , Bharath Bhushan Damodaran , Pierre-Yves Rémy , Baudoin Desclée , et al.
GEOBIA 2018 - From pixels to ecosystems and global sustainability ​, Centre d'Etudes Spatiales de la BIOsphère (CESBIO); Office national d'études et de recherches aérospatiales (ONERA); Espace pour le développement (ESPACE DEV); Société T.E.T.I.S, Jun 2018, Montpellier, France
Communication dans un congrès hal-01960353v1
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Coupling ground-level panoramas and aerial imagery for change detection

 Nehla Ghouaiel , Sébastien Lefèvre
Geo-spatial Information Science, 2016, Special Issue: Mobile Mapping with Ubiquitous Point Clouds, 19 (3), pp.222-232. ⟨10.1080/10095020.2016.1244998⟩
Article dans une revue hal-01391926v1

Pushing the right boundaries matters! Wasserstein Adversarial Training for Label Noise

 Bharath Bhushan Damodaran , Kilian Fatras , Sylvain Lobry , Rémi Flamary , Devis Tuia , et al.
2019
Pré-publication, Document de travail hal-02174313v1

A statistical test for anomaly detection using the reconstruction error of the Kernel PCA

 Chloé Friguet , Laetitia Chapel
Computational and Methodological Statistics (CMstatistics), ERCIM work group, Dec 2015, Londres, United Kingdom
Communication dans un congrès hal-01256506v1
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Next Step for Big Data Infrastructure and Analytics for the Surveillance of the Maritime Traffic from AIS & Sentinel Satellite Data Streams

 Ronan Fablet , Nicolas Bellec , Laetitia Chapel , Chloé Friguet , René Garello , et al.
BiDS' 2017 - Conference on Big Data from Space, Nov 2017, Toulouse, France. pp.1-4
Poster de conférence hal-01671323v1

Large-Scale Optimal Transport and Mapping Estimation

 Vivien Seguy , Bharath Bhushan Damodaran , Remi Flamary , Nicolas Courty , Antoine Rolet , et al.
ICLR 2018 - International Conference on Learning Representations, Apr 2018, Vancouver, Canada. pp.1-15
Communication dans un congrès hal-01956354v1
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Kernel based learning on hierarchical image representations : applications to remote sensing data classification

 Yanwei Cui
Machine Learning [stat.ML]. Université Bretagne Loire 2017. English. ⟨NNT : ⟩
Thèse tel-01671529v1
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Segmentation sémantique profonde par régression sur cartes de distances signées

 Nicolas Audebert , Alexandre Boulch , Bertrand Le Saux , Sébastien Lefèvre
Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP), Jun 2018, Marne-la-Vallée, France
Communication dans un congrès hal-01809991v1
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Distance transform regression for spatially-aware deep semantic segmentation

 Nicolas Audebert , Alexandre Boulch , Bertrand Le Saux , Sébastien Lefèvre
Computer Vision and Image Understanding, 2019, 189, pp.102809. ⟨10.1016/j.cviu.2019.102809⟩
Article dans une revue hal-02277621v1
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Identifying seasonal patterns of phosphorus storm dynamics with dynamic time warping

 Rémi Dupas , Romain Tavenard , Ophélie Fovet , Nicolas Gilliet , Catherine Grimaldi , et al.
Water Resources Research, 2015, 51 (11), pp.8868-8882. ⟨10.1002/2015WR017338⟩
Article dans une revue halshs-01228397v1
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YOLO-Fine: One-Stage Detector of Small Objects Under Various Backgrounds in Remote Sensing Images

 Minh-Tan Pham , Luc Courtrai , Chloé Friguet , Sébastien Lefèvre , Alexandre Baussard
Remote Sensing, 2020, 12 (15), pp.2501. ⟨10.3390/rs12152501⟩
Article dans une revue hal-03213815v1
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Attribute Profiles from Partitioning Trees

 Petra Bosilj , Bharath Bhushan Damodaran , Erchan Aptoula , Mauro Dalla Mura , Sébastien Lefèvre
ISMM 2017 - 13th International Symposium on Mathematical Morphology, May 2017, Fontainebleau, France. ⟨10.1007/978-3-319-57240-6_31⟩
Communication dans un congrès hal-01672856v1

Optimal Transport for structured data with application on graphs

 Titouan Vayer , Laetitia Chapel , Rémi Flamary , Romain Tavenard , Nicolas Courty
ICML 2019 - 36th International Conference on Machine Learning, Jun 2019, Long Beach, United States. pp.1-16
Communication dans un congrès hal-02174322v1
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Bag-of-Temporal-SIFT-Words for Time Series Classification

 Adeline Bailly , Simon Malinowski , Romain Tavenard , Thomas Guyet , Laetitia Chapel
ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2015, Porto, Portugal
Communication dans un congrès halshs-01184900v1
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Dense Bag-of-Temporal-SIFT-Words for Time Series Classification

 Adeline Bailly , Simon Malinowski , Romain Tavenard , Laetitia Chapel , Thomas Guyet
Advanced Analysis and Learning on Temporal Data, Springer, 2016, 978-3319444116. ⟨10.1007/978-3-319-44412-3_2⟩
Chapitre d'ouvrage hal-01252726v4

Fused Gromov-Wasserstein distance for structured objects: theoretical foundations and mathematical properties

 Titouan Vayer , Laetitia Chapel , Rémi Flamary , Romain Tavenard , Nicolas Courty
2019
Pré-publication, Document de travail hal-02174316v1
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Optimal Transport for Domain Adaptation

 Nicolas Courty , Rémi Flamary , Devis Tuia , Alain Rakotomamonjy
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016, 39 (9), pp.1853-1865. ⟨10.1109/tpami.2016.2615921⟩
Article dans une revue hal-01377220v1

Power evaluation of asymptotic tests for comparing two binomial proportions to detect direct and indirect association in large-scale studies

 Mathieu Emily , Chloé Friguet
Statistical Methods in Medical Research, 2017, 26 (6), pp.2780-2799. ⟨10.1177/0962280215608528⟩
Article dans une revue hal-01256507v1
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A Generic Framework for Combining Multiple Segmentations in Geographic Object-Based Image Analysis

 Sébastien Lefèvre , David Sheeren , Onur Tasar
ISPRS International Journal of Geo-Information, 2019, 8 (2), 17 p. ⟨10.3390/ijgi8020070⟩
Article dans une revue hal-02083265v1
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Monitoring Urban Growth with Spatial Filtering of Satellite Image Time Series

 Caglayan Tuna , François Merciol , Sébastien Lefèvre
JURSE (Joint Urban Remote Sensing Event ), May 2019, Vannes, France
Communication dans un congrès hal-02118714v1
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Topic segmentation of TV-streams by watershed transform and vectorization

 Vincent Claveau , Sébastien Lefèvre
Computer Speech and Language, 2015, 29 (1), pp.63-80. ⟨10.1016/j.csl.2014.04.006⟩
Article dans une revue hal-00998259v1
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Buffering hierarchical representation of color video streams for interactive object selection

 François Merciol , Sébastien Lefèvre
Advanced Concepts for Intelligent Vision Systems, Nov 2015, Catane, Italy
Communication dans un congrès hal-01194373v1
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Efficient Schemes for Computing α-tree Representations

 Jiří Havel , François Merciol , Sébastien Lefèvre
International Symposium on Mathematical Morphology, ISMM 2013, 2013, Uppsala, Sweden. pp.111-122, ⟨10.1007/978-3-642-38294-9_10⟩
Communication dans un congrès istex hal-00905177v1
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Real-time mesh animation from low dimensional positional constraints

 Thibaut Le Naour , Nicolas Courty , Sylvie Gibet
2018
Pré-publication, Document de travail hal-01834714v1

Fast and accurate denoising method applied to very high resolution optical remote sensing images

 Antoine Masse , Sébastien Lefèvre , Renaud Binet , Stéphanie Artigues , Pierre Lassalle , et al.
SPIE Remote Sensing, 2017, Warsaw, Poland. ⟨10.1117/12.2277705⟩
Communication dans un congrès hal-01672863v1
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