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Sébastien Lefèvre

14
Documents
Identifiants chercheurs

Présentation

Publications

36928
Image document

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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Sparse Hilbert Schmidt Independence Criterion and Surrogate-Kernel-Based Feature Selection for Hyperspectral Image Classification

Bharath Bhushan Damodaran , Nicolas Courty , Sébastien Lefèvre
IEEE Transactions on Geoscience and Remote Sensing, 2017, 55 (4), pp.2385-2398. ⟨10.1109/TGRS.2016.2642479⟩
Article dans une revue hal-01447452v2
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Attribute profiles on derived features for urban land cover classification

Bharath Bhushan Damodaran , Joachim Höhle , Sébastien Lefèvre
Photogrammetric engineering and remote sensing, 2017, 83 (3), pp.183-193. ⟨10.14358/PERS.83.3.183⟩
Article dans une revue hal-01447454v1
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Vector attribute profiles for hyperspectral image classification

Erchan Aptoula , Mauro Dalla Mura , Sébastien Lefèvre
IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (6), pp.3208-3220. ⟨10.1109/TGRS.2015.2513424⟩
Article dans une revue hal-01253819v1
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Morphological Path Filtering at the Region Scale for Efficient and Robust Road Network Extraction from Satellite Imagery

Luc Courtrai , Sébastien Lefèvre
Pattern Recognition Letters, 2016, Special Issue on Advances in Pattern Recognition in Remote Sensing, 83, pp.195 - 204. ⟨10.1016/j.patrec.2016.05.014⟩
Article dans une revue hal-01320006v1
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Retrieval of Remote Sensing Images with Pattern Spectra Descriptors

Petra Bosilj , Erchan Aptoula , Sébastien Lefèvre , Ewa Kijak
ISPRS International Journal of Geo-Information, 2016, Special Issue "Mathematical Morphology in Geoinformatics", ⟨10.3390/ijgi5120228⟩
Article dans une revue hal-01397883v1
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Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks

Nicolas Audebert , Bertrand Le Saux , Sébastien Lefèvre
Asian Conference on Computer Vision (ACCV16), Nov 2016, Taipei, Taiwan. ⟨10.1007/978-3-319-54181-5_12⟩
Communication dans un congrès hal-01360166v1
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Combining multiscale features for classification of hyperspectral images: a sequence based kernel approach

Yanwei Cui , Laëtitia Chapel , Sébastien Lefèvre
Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (WHISPERS), 2016, Los Angeles, United States
Communication dans un congrès hal-01320012v1
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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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Morphological tools for spatial and multiscale analysis of passive microwave remote sensing data

Sébastien Lefèvre , Erchan Aptoula
Specialist Meeting on Microwave Radiometry and Remote Sensing of the Environment (MicroRad), 2016, Espoo, Finland
Communication dans un congrès hal-01253875v1
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Combining Multiple Resolutions into Hierarchical Representations for kernel-based Image Classification

Yanwei Cui , Sébastien Lefèvre , Laëtitia Chapel , Anne Puissant
international Conference on Geographic Object-Based Image Analysis (GEOBIA), 2016, Enschede, Netherlands
Communication dans un congrès hal-01320011v1
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A subpath kernel for learning hierarchical image representations

Yanwei Cui , Laëtitia Chapel , Sébastien Lefèvre
IAPR International Workshop on Graph-based Representations in Pattern Recognition, 2015, Beijing, China. pp.34-43, ⟨10.1007/978-3-319-18224-7_4⟩
Communication dans un congrès hal-01168099v1
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Satellite image retrieval with pattern spectra descriptors

Petra Bosilj , Erchan Aptoula , Sébastien Lefèvre , Ewa Kijak
International Conference on Image Information Mining: Geospatial Intelligence from Earth Observation (IIM), 2015, Bucarest, Romania
Communication dans un congrès hal-01253815v1