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Diffusion MRI as an imaging marker of depression from a large and homogenous population study

Julie Coloigner , Jean-Marie Batail , Isabelle Corouge , Jean-Christophe Ferré , Dominique Drapier , et al.
ISMRM 2018 - International Society for Magnetic Resonance in Medicine, Jun 2018, Paris, France. pp.1-2
Communication dans un congrès hal-01812093v1
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On the Production of Semantic and Textured 3D Meshes of Large scale Urban Environments from Mobile Mapping Images and LiDAR scans

Mohamed Boussaha , Eduardo Fernandez-Moral , Bruno Vallet , Patrick Rives
RFIAP 2018, Reconnaissance des Formes, Image, Apprentissage et Perception, Jun 2018, Marne la Vallée, France
Communication dans un congrès hal-02552591v1
Image document

Réseaux de neurones semi-supervisés pour la segmentation sémantique en télédétection

Javiera Castillo-Navarro , Bertrand Le Saux , Alexandre Boulch , Sébastien Lefèvre
Colloque GRETSI sur le Traitement du Signal et des Images, 2019, Lille, France
Communication dans un congrès hal-02343961v1
Image document

Voxel-based attribute profiles on lidar data for land cover mapping

Florent Guiotte , Sébastien Lefèvre , Thomas Corpetti
IEEE International Geosciences and Remote Sensing Symposium (IGARSS), 2019, Yokohama, Japan
Communication dans un congrès hal-02343963v1
Image document

Segment-before-Detect: Vehicle Detection and Classification through Semantic Segmentation of Aerial Images

Nicolas Audebert , Bertrand Le Saux , Sébastien Lefèvre
Remote Sensing, 2017, 9 (4), page 1-18. ⟨10.3390/rs9040368⟩
Article dans une revue hal-01529624v1
Image document

Learning Wasserstein Embeddings

Nicolas Courty , Rémi Flamary , Mélanie Ducoffe
ICLR 2018 - 6th International Conference on Learning Representations, Apr 2018, Vancouver, Canada. pp.1-13
Communication dans un congrès hal-01956306v1
Image document

Learning DTW-Preserving Shapelets

Arnaud Lods , Simon Malinowski , Romain Tavenard , Laurent Amsaleg
IDA 2017 - 16th International Symposium on Intelligent Data Analysis, Oct 2017, London, United Kingdom. pp.198-209, ⟨10.1007/978-3-319-68765-0_17⟩
Communication dans un congrès hal-01565207v2
Image document

Generative Adversarial Networks for Realistic Synthesis of Hyperspectral Samples

Nicolas Audebert , Bertrand Le Saux , Sébastien Lefèvre
International Geoscience and Remote Sensing Symposium (IGARSS 2018), Jul 2018, Valencia, Spain. ⟨10.1109/IGARSS.2018.8518321⟩
Communication dans un congrès hal-01809872v1
Image document

A Mutual Information-based method to select informative pairs of variables in case-control genetic association studies to improve the power of detecting interaction between genetic variants

Mathieu Emily , Chloé Friguet
Journal de la Société Française de Statistique, 2018, 152 (2), pp.84-110
Article dans une revue hal-01880547v1
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Unsupervised Machine Learning Paradigms for the Representation of Music Similarity and Structure.

Axel Marmoret
Signal and Image Processing. Université Rennes 1, 2022. English. ⟨NNT : ⟩
Thèse tel-03937846v1
Image document

Multichannel source counting with CRNN : analysis of the performance

Pierre-Amaury Grumiaux , Srdan Kitic , Laurent Girin , Alexandre Guérin
Forum Acusticum 2020, Dec 2020, Lyon (virtual), France. pp.829-835, ⟨10.48465/fa.2020.0766⟩
Communication dans un congrès hal-03235360v1
Image document

Active detection for aerial survey

Mathieu Laroze , Romain Dambreville , Chloé Friguet , Ewa Kijak , Sébastien Lefèvre
Statlearn'17, Apr 2017, Lyon, France
Poster de conférence hal-02639924v1
Image document

Color Texture Image Retrieval Based on Local Extrema Features and Riemannian Distance

Minh-Tan Pham , Grégoire Mercier , Lionel Bombrun
Journal of Imaging, 2017, 3 (4), pp.43. ⟨10.3390/jimaging3040043⟩
Article dans une revue hal-01629218v1
Image document

Dynamic Time Warping Under Limited Warping Path Length

Zheng Zhang , Romain Tavenard , Adeline Bailly , Xiaotong Tang , Ping Tang , et al.
Information Sciences, 2017, 393, pp.91 - 107. ⟨10.1016/j.ins.2017.02.018⟩
Article dans une revue hal-01470554v1
Image document

Deep Learning for Classification of Hyperspectral Data: A Comparative Review

Nicolas Audebert , Bertrand Le Saux , Sébastien Lefèvre
IEEE geoscience and remote sensing magazine, 2019, 7 (2), pp.159-173. ⟨10.1109/MGRS.2019.2912563⟩
Article dans une revue hal-02104998v1
Image document

Active Learning to Assist Annotation of Aerial Images in Environmental Surveys

Mathieu Laroze , Romain Dambreville , Chloé Friguet , Ewa Kijak , Sébastien Lefèvre
CBMI 2018 - 16th International Conference on Content-Based Multimedia Indexing, Sep 2018, La Rochelle, France. pp.1-6
Communication dans un congrès hal-01845487v1
Image document

Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep Networks

Nicolas Audebert , Bertrand Le Saux , Sébastien Lefèvre
ISPRS Journal of Photogrammetry and Remote Sensing, 2018, 140, pp.20-32. ⟨10.1016/j.isprsjprs.2017.11.011⟩
Article dans une revue hal-01636145v1
Image document

Détection d'objets enterrés par apprentissage profond sur imagerie géoradar

Minh-Tan Pham , Sébastien Lefèvre
RFIAP, Jun 2018, Marne-la-Vallée, France
Communication dans un congrès hal-01818318v1
Image document

Time Series Alignment with Global Invariances

Titouan Vayer , Romain Tavenard , Laetitia Chapel , Nicolas Courty , Rémi Flamary , et al.
Transactions on Machine Learning Research Journal, 2022
Article dans une revue hal-02473959v1
Image document

GeoGraph: Graph-Based Multi-view Object Detection with Geometric Cues End-to-End

Ahmed Samy Nassar , Stefano D’aronco , Sébastien Lefèvre , Jan D Wegner
Computer Vision – ECCV 2020, pp.488-504, 2020, ⟨10.1007/978-3-030-58571-6_29⟩
Chapitre d'ouvrage hal-03213841v1
Image document

Filtrage et classification de nuage de points sur la base d'attributs morphologiques

Florent Guiotte , Sébastien Lefèvre , Thomas Corpetti
Journées francophones des jeunes chercheurs en vision par ordinateur (ORASIS), May 2019, St-Dié-Des-Vosges, France
Communication dans un congrès hal-02343933v1
Image document

A Hybrid Approach to Time Series Classification with Shapelets

David Guijo-Rubio , Pedro A Gutiérrez , Romain Tavenard , Anthony Bagnall
Intelligent Data Engineering and Automated Learning -- IDEAL, Nov 2019, Manchester, United Kingdom. pp.137-144, ⟨10.1007/978-3-030-33607-3_16⟩
Communication dans un congrès hal-02371422v1
Image document

A New Optimized Denoising Method applied to the Spot World Heritage Initiative and its Spot 5 Supermode images

Antoine Masse , Christophe Latry , Julien Nosavan , Simon Baillarin , Sébastien Lefèvre
IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018, Valencia, Spain. ⟨10.1109/IGARSS.2018.8518357⟩
Communication dans un congrès hal-01969010v1
Image document

Analysis of Min-Trees over Sentinel-1 Time Series for Flood Detection

Caglayan Tuna , François Merciol , Sébastien Lefèvre
2019 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp), Aug 2019, Shanghai, France. pp.1-4, ⟨10.1109/Multi-Temp.2019.8866948⟩
Communication dans un congrès hal-02343928v1
Image document

Automated Mapping Of Accessibility Signs With Deep Learning From Ground-level Imagery and Open Data

Ahmed Samy Nassar , Sébastien Lefèvre
2019 Joint Urban Remote Sensing Event (JURSE), May 2019, Vannes, France. pp.1-4, ⟨10.1109/JURSE.2019.8808961⟩
Communication dans un congrès hal-02343904v1
Image document

Wasserstein Discriminant Analysis

Rémi Flamary , Marco Cuturi , Nicolas Courty , Alain Rakotomamonjy
Machine Learning, 2018, 107 (12), pp.1923-1945. ⟨10.1007/s10994-018-5717-1⟩
Article dans une revue hal-01377528v1
Image document

Consequence of intraventricular hemorrhage on neurovascular coupling evoked by speech syllables in preterm neonates

Mahdi Mahmoudzadeh , Ghislaine Dehaene-Lambertz , Guy Kongolo , Marc Fournier , Sabrina Goudjil , et al.
Developmental Cognitive Neuroscience, 2018, 30, pp.60-69. ⟨10.1016/j.dcn.2018.01.001⟩
Article dans une revue hal-02324673v1
Image document

Ultra-small Super Paramagnetic Iron Oxide predicts higher disease activity in clinically isolated syndrome

Adil Maarouf , Jean Ferré , W Zaaraoui , Arnaud Le Troter , Elise Bannier , et al.
2017
Pré-publication, Document de travail hal-01576913v1
Image document

Dissimilarity Measure Machines

Alain Rakotomamonjy , Abraham Traoré , Maxime Berar , Rémi Flamary , Nicolas Courty , et al.
2018
Pré-publication, Document de travail hal-01717940v2
Image document

Vehicle Detection and Counting from VHR Satellite Images: Efforts and Open Issues

Alice Froidevaux , Andrea Julier , Agustin Lifschitz , Minh-Tan Pham , Romain Dambreville , et al.
IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, Sep 2020, Waikoloa, United States. pp.256-259, ⟨10.1109/IGARSS39084.2020.9323827⟩
Communication dans un congrès hal-03213855v1