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Sébastien Lefèvre

276
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Publications

Hyperbolic prototypical network for few shot remote sensing scene classification

Manal Hamzaoui , Laetitia Chapel , Minh-Tan Pham , Sébastien Lefèvre
Pattern Recognition Letters, 2024, 177, pp.151-156. ⟨10.1016/j.patrec.2023.11.021⟩
Journal articles hal-04357641v1
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Change detection needs change information: improving deep 3D point cloud change detection

Iris de Gélis , Thomas Corpetti , Sébastien Lefèvre
IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, pp.1-10. ⟨10.1109/TGRS.2024.3359484⟩
Journal articles hal-04310720v1
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Variational Autoencoder with Gaussian Random Field prior: Application to unsupervised animal detection in aerial images

Hugo Gangloff , Minh-Tan Pham , Luc Courtrai , Sébastien Lefèvre
ISPRS Journal of Photogrammetry and Remote Sensing, 2024, 218, pp.600-609. ⟨10.1016/j.isprsjprs.2024.09.028⟩
Journal articles hal-04719231v1
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3DMASC: Accessible, explainable 3D point clouds classification. Application to Bi-spectral Topo-bathymetric lidar data

Mathilde Letard , Dimitri Lague , Arthur Le Guennec , Sébastien Lefèvre , Baptiste Feldmann
ISPRS Journal of Photogrammetry and Remote Sensing, 2024, 207, pp.175-197. ⟨10.1016/j.isprsjprs.2023.11.022⟩
Journal articles hal-04353070v3
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A Deep Active Contour Model for Delineating Glacier Calving Fronts

Konrad Heidler , Lichao Mou , Erik Loebel , Mirko Scheinert , Sébastien Lefèvre
IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.5615912. ⟨10.1109/TGRS.2023.3296539⟩
Journal articles hal-04430672v1
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Unsupervised Domain Adaptation for Instance Segmentation: Extracting Dwellings in Temporary Settlements Across Various Geographical Settings

Getachew Workineh Gella , Charlotte Pelletier , Sébastien Lefèvre , Lorenz Wendt , Dirk Tiede
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, pp.1-19. ⟨10.1109/JSTARS.2023.3336929⟩
Journal articles hal-04439061v1
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Deep Unsupervised Learning for 3D ALS Point Clouds Change Detection

Iris de Gélis , Sudipan Saha , Muhammad Shahzad , Thomas Corpetti , Sébastien Lefèvre
ISPRS Journal of Photogrammetry and Remote Sensing, 2023, 9, pp.100044. ⟨10.48550/arXiv.2305.03529⟩
Journal articles hal-04310690v1
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End-to-end learned early classification of time series for in-season crop type mapping

Marc Rußwurm , Nicolas Courty , Rémi Emonet , Sébastien Lefèvre , Devis Tuia
ISPRS Journal of Photogrammetry and Remote Sensing, 2023, 196, pp.445-456. ⟨10.1016/j.isprsjprs.2022.12.016⟩
Journal articles hal-04023073v1
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Siamese KPConv: 3D multiple change detection from raw point clouds using deep learning

Iris de Gélis , Sébastien Lefèvre , Thomas Corpetti
ISPRS Journal of Photogrammetry and Remote Sensing, 2023, 197, pp.274-291. ⟨10.1016/j.isprsjprs.2023.02.001⟩
Journal articles hal-04310696v1
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DC3DCD: Unsupervised learning for multiclass 3D point cloud change detection

Iris de Gélis , Sébastien Lefèvre , Thomas Corpetti
ISPRS Journal of Photogrammetry and Remote Sensing, 2023, 206, pp.168-183. ⟨10.1016/j.isprsjprs.2023.10.022⟩
Journal articles hal-04304643v1

DETECTION OF DEGRADED ACACIA TREE SPECIES USING DEEP NEURAL NETWORKS ON UAV DRONE IMAGERY

A. Osio , H.-Â. Lê , S. Ayugi , F. Onyango , P. Odwe
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2022, V-3-2022, pp.455-462. ⟨10.5194/isprs-annals-V-3-2022-455-2022⟩
Journal articles hal-03991201v1
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Weakly Supervised Detection of Marine Animals in High Resolution Aerial Images

Paul Berg , Deise Santana Maia , Minh-Tan Pham , Sébastien Lefèvre
Remote Sensing, 2022, pp.19
Journal articles hal-03523498v1
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Watershed-Based Attribute Profiles With Semantic Prior Knowledge for Remote Sensing Image Analysis

Deise Santana Maia , Minh-Tan Pham , Sébastien Lefèvre
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, 15, pp.2574-2591. ⟨10.1109/JSTARS.2022.3153110⟩
Journal articles hal-03991085v1

Report on the 2022 IEEE Geoscience and Remote Sensing Society Data Fusion Contest: Semisupervised learning

Ronny Hansch , Claudio Persello , Gemine Vivone , Javiera Castillo Navarro , Alexandre Boulch
IEEE geoscience and remote sensing magazine, 2022, pp.2-5. ⟨10.1109/MGRS.2022.3219935⟩
Journal articles hal-03991233v1
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Energy-based Models in Earth Observation: from Generation to Semi-supervised Learning

Javiera Castillo-Navarro , Bertrand Le Saux , Alexandre Boulch , Sébastien Lefèvre
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5613211. ⟨10.1109/TGRS.2021.3126428⟩
Journal articles hal-03379500v1
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Mutual Guidance Meets Supervised Contrastive Learning: Vehicle Detection in Remote Sensing Images

Hoàng-Ân Lê , Heng Zhang , Minh-Tan Pham , Sébastien Lefèvre
Remote Sensing, 2022, 14 (15), pp.3689. ⟨10.3390/rs14153689⟩
Journal articles hal-03934152v1

The 2022 IEEE GRSS Data Fusion Contest: Semisupervised Learning [Technical Committees]

Ronny Hansch , Claudio Persello , Gemine Vivone , Javiera Castillo Navarro , Alexandre Boulch
IEEE geoscience and remote sensing magazine, 2022, 10 (1), pp.334-337. ⟨10.1109/MGRS.2022.3144291⟩
Journal articles hal-03991258v1

CROCO: CROSS-MODAL CONTRASTIVE LEARNING FOR LOCALIZATION OF EARTH OBSERVATION DATA

W.-H. Tseng , H.-A. Lê , A. Boulch , Sébastien Lefèvre , D. Tiede
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2022, V-2-2022, pp.415-421. ⟨10.5194/isprs-annals-V-2-2022-415-2022⟩
Journal articles hal-03991207v1
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TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation

Joachim Nyborg , Charlotte Pelletier , Sébastien Lefèvre , Ira Assent
ISPRS Journal of Photogrammetry and Remote Sensing, 2022
Journal articles hal-03515501v1
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Cliff Change Detection Using Siamese Kpconv Deep Network on 3d Point Clouds

Iris de Gélis , Zoé Bessin , Pauline Letortu , Marion Jaud , Christophe Delacourt
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2022, 3, pp.649-656. ⟨10.5194/isprs-annals-V-3-2022-649-2022⟩
Journal articles insu-03684625v1

Learning Digital Terrain Models From Point Clouds: ALS2DTM Dataset and Rasterization-Based GAN

Hoang-An Le , Florent Guiotte , Minh-Tan Pham , Sébastien Lefèvre , Thomas Corpetti
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, 15, pp.4980-4989. ⟨10.1109/JSTARS.2022.3182030⟩
Journal articles hal-03717178v1
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Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance suite, dataset analysis and multi-task network study

Javiera Castillo-Navarro , Bertrand Le Saux , Alexandre Boulch , Nicolas Audebert , Sébastien Lefèvre
Machine Learning, 2022, 111, pp.3125-3160. ⟨10.1007/s10994-020-05943-y⟩
Journal articles hal-03132924v1

Median-Tree: An Efficient Counterpart of Tree-of-Shapes

Behzad Mirmahboub , Deise Santana Maia , François Merciol , Sébastien Lefèvre
Mathematical Morphology - Theory and Applications, 2021, 5 (1), pp.108-127. ⟨10.1515/mathm-2020-0110⟩
Journal articles hal-03379492v1
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Change Detection in Urban Point Clouds: An Experimental Comparison with Simulated 3D Datasets

Iris de Gélis , Sébastien Lefèvre , Thomas Corpetti
Remote Sensing, 2021, 13 (13), pp.2629. ⟨10.3390/rs13132629⟩
Journal articles hal-03354927v1
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Bayesian U-Net: Estimating Uncertainty in Semantic Segmentation of Earth Observation Images

Clément Dechesne , Pierre Lassalle , Sébastien Lefèvre
Remote Sensing, 2021, 13 (19), pp.3836. ⟨10.3390/rs13193836⟩
Journal articles hal-03379048v1
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3D URBAN CHANGE DETECTION WITH POINT CLOUD SIAMESE NETWORKS

I. de Gélis , Sébastien Lefèvre , T. Corpetti
ISPRS International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2021, XLIII-B3-2021, pp.879-886. ⟨10.5194/isprs-archives-XLIII-B3-2021-879-2021⟩
Journal articles hal-03379504v1
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Object-based change detection on acacia xanthophloea species degradation along lake Nakuru Riparian reserve

A. Osio , Sébastien Lefèvre
ISPRS International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2021, XLIII-B3-2021, pp.347-352. ⟨10.5194/isprs-archives-XLIII-B3-2021-347-2021⟩
Journal articles hal-03379505v1
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Classification of remote sensing data with morphological attributes profiles: a decade of advances

Deise Santana Maia , Minh-Tan Pham , Erchan Aptoula , Florent Guiotte , Sébastien Lefèvre
IEEE geoscience and remote sensing magazine, 2021, 9 (3), pp.43-71. ⟨10.1109/MGRS.2021.3051859⟩
Journal articles hal-03199357v1
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BREIZHCROPS: A TIME SERIES DATASET FOR CROP TYPE MAPPING

M. Russwurm , C. Pelletier , M. Zollner , Sébastien Lefèvre , M. Körner
ISPRS International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020, XLIII-B2-2020, pp.1545-1551. ⟨10.5194/isprs-archives-XLIII-B2-2020-1545-2020⟩
Journal articles hal-03213882v1
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Component trees for image sequences and streams

Caglayan Tuna , Behzad Mirmahboub , François Merciol , Sébastien Lefèvre
Pattern Recognition Letters, 2020, 129, pp.255-262. ⟨10.1016/j.patrec.2019.11.038⟩
Journal articles hal-02392120v1
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INTERACTIVE DIGITAL TERRAIN MODEL ANALYSIS IN ATTRIBUTE SPACE

Florent Guiotte , Geoffroy Etaix , Sébastien Lefèvre , Thomas Corpetti
ISPRS International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020, XLIII-B2-2020, pp.1203-1209. ⟨10.5194/isprs-archives-XLIII-B2-2020-1203-2020⟩
Journal articles hal-03065475v1
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Relation Network for Full-Waveforms Lidar Classification

Florent Guiotte , M B Rao , Sébastien Lefèvre , Ping Tang , Thomas Corpetti
ISPRS International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020, XLIII-B3-2020, pp.515 - 520. ⟨10.5194/isprs-archives-xliii-b3-2020-515-2020⟩
Journal articles hal-03045729v1
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Spatial Processing of Sentinel Imagery for Monitoring of Acacia Forest Degradation in Lake Nakuru Riparian Reserve

Anne Osio , Minh-Tan Pham , Sébastien Lefèvre
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020, V-3-2020, pp.525-532. ⟨10.5194/isprs-annals-V-3-2020-525-2020⟩
Journal articles hal-03213874v1
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Small Object Detection in Remote Sensing Images Based on Super-Resolution with Auxiliary Generative Adversarial Networks

Luc Courtrai , Minh-Tan Pham , Sébastien Lefèvre
Remote Sensing, 2020, 12 (19), pp.3152. ⟨10.3390/rs12193152⟩
Journal articles hal-03213807v1
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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⟩
Journal articles hal-03213815v1
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Foreword to the Special Issue on Paving the Way for the Future of Urban Remote Sensing

Sébastien Lefèvre , Thomas Corpetti , Monika Kuffer , Hannes Taubenbock , Clément Mallet
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13, pp.6533-6536. ⟨10.1109/JSTARS.2020.3046096⟩
Journal articles hal-03110132v1
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Multi-View Instance Matching with Learned Geometric Soft-Constraints

Ahmed Samy Nassar , Sébastien Lefèvre , Jan Dirk Wegner
ISPRS International Journal of Geo-Information, 2020, 9 (11), pp.687. ⟨10.3390/ijgi9110687⟩
Journal articles hal-03213817v1
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Semantic segmentation of LiDAR points clouds: Rasterisation beyond Digital Elevation Models

Florent Guiotte , Minh-Tan Pham , Romain Dambreville , Thomas Corpetti , Sébastien Lefèvre
IEEE Geoscience and Remote Sensing Letters, 2020, ⟨10.1109/LGRS.2019.2958858⟩
Journal articles hal-02399410v1
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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⟩
Journal articles hal-02083265v1
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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⟩
Journal articles hal-02277621v1
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GEOBIA at the Terapixel Scale: Toward Efficient Mapping of Small Woody Features from Heterogeneous VHR Scenes

François Merciol , Loïc Faucqueur , Bharath Bhushan Damodaran , Pierre-Yves Rémy , Baudouin Desclée
ISPRS International Journal of Geo-Information, 2019, 8 (1), pp.46. ⟨10.3390/ijgi8010046⟩
Journal articles hal-02343814v1
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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⟩
Journal articles hal-02104998v1
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Ship identification and characterization in Sentinel-1 SAR images with multi-task deep learning

Clément Dechesne , Sébastien Lefèvre , Rodolphe Vadaine , Guillaume Hajduch , Ronan Fablet
Remote Sensing, 2019, ⟨10.3390/rs11242997⟩
Journal articles hal-02407571v1
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Local Feature-Based Attribute Profiles for Optical Remote Sensing Image Classification

Minh-Tan Pham , Sébastien Lefèvre , Erchan Aptoula
IEEE Transactions on Geoscience and Remote Sensing, 2018, 56 (2), pp.1199-1212. ⟨10.1109/TGRS.2017.2761402⟩
Journal articles hal-02343810v1
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Attribute Profiles on Derived Textural Features for Highly Textured Optical Image Classification

Minh-Tan Pham , Sébastien Lefèvre , François Merciol
IEEE Geoscience and Remote Sensing Letters, 2018, 15 (7), pp.1125-1129
Journal articles hal-01672850v1
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Partition and Inclusion Hierarchies of Images: A Comprehensive Survey

Petra Bosilj , Ewa Kijak , Sébastien Lefèvre
Journal of Imaging, 2018, 4 (2), pp.1-31. ⟨10.3390/jimaging4020033⟩
Journal articles hal-01848445v1
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Denoising Very High Resolution Optical Remote Sensing Images: Application and Optimization of Non Local Bayes method

Antoine Masse , Sébastien Lefèvre , Renaud Binet , Stéphanie Artigues , Gwendoline Blanchet
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11 (3), pp.691-700. ⟨10.1109/JSTARS.2018.2793537⟩
Journal articles hal-01672867v1
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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⟩
Journal articles hal-01636145v1
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Feature Profiles from Attribute Filtering for Classification of Remote Sensing Images

Minh-Tan Pham , Erchan Aptoula , Sébastien Lefèvre
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11 (1), pp.249-256. ⟨10.1109/JSTARS.2017.2773367⟩
Journal articles hal-01672852v1
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Scalable Bag of Subpaths Kernel for Learning on Hierarchical Image Representations and Multi-Source Remote Sensing Data Classification

Yanwei Cui , Laetitia Chapel , Sébastien Lefèvre
Remote Sensing, 2017, 9 (3), ⟨10.3390/rs9030196⟩
Journal articles hal-01672848v1
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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⟩
Journal articles hal-01529624v1
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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⟩
Journal articles 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⟩
Journal articles hal-01447454v1
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Toward Seamless Multi-view Scene Analysis From Satellite to Street-Level

Sébastien Lefèvre , Devis Tuia , Jan Dirk Wegner , Timothee Produit , Ahmed Samy Nassaar
Proceedings of the IEEE, 2017, 105 (10), pp.1884 - 1899. ⟨10.1109/JPROC.2017.2684300⟩
Journal articles hal-01672849v1
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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⟩
Journal articles hal-01320006v1
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Efficient Tree Construction for Multiscale Image Representation and Processing

Jiří Havel , François Merciol , Sébastien Lefèvre
Journal of Real-Time Image Processing, 2016, ⟨10.1007/s11554-016-0604-0⟩
Journal articles hal-01320003v1
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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⟩
Journal articles hal-01391926v1
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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⟩
Journal articles hal-01253819v1
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Local 2D pattern spectra as connected region descriptors

Petra Bosilj , Michael H.F. Wilkinson , Ewa Kijak , Sébastien Lefèvre
Mathematical Morphology - Theory and Applications, 2016, Special Issue on Contributions from the 12th International Symposium on Mathematical Morphology, 1, pp.203 - 215. ⟨10.1515/mathm-2016-0011⟩
Journal articles hal-01320009v1
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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⟩
Journal articles hal-01397883v1
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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⟩
Journal articles hal-00998259v1
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PerTurbo manifold learning algorithm for weakly labelled hyperspectral image classification

Laëtitia Chapel , Thomas Burger , Nicolas Courty , Sébastien Lefèvre
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, pp.1070-1078. ⟨10.1109/JSTARS.2014.2304304⟩
Journal articles hal-00998258v1
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Fast Quasi-Flat Zones Filtering Using Area Threshold and Region Merging

Jonathan Weber , Sébastien Lefèvre
Journal of Visual Communication and Image Representation, 2013, 24 (3), pp.397-409. ⟨10.1016/j.jvcir.2013.01.011⟩
Journal articles hal-00763484v1

Spatial and Spectral Morphological Template Matching

Jonathan Weber , Sébastien Lefèvre
Image and Vision Computing, 2012, 30 (12), pp.934-945. ⟨10.1016/j.imavis.2012.07.002⟩
Journal articles hal-00761281v1
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Comparative study with new accuracy metrics for target volume contouring in pet image guided radiation therapy

T. Shepherd , M. Teras , R.R. Beichel , R. Boellard , M. Bruynooghe
IEEE Transactions on Medical Imaging, 2012, 31 (11), pp.2006-2024. ⟨10.1109/TMI.2012.2202322⟩
Journal articles hal-00763488v1
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Hyperconnections and Hierarchical Representations for Grayscale and Multiband Image Processing

Benjamin Perret , Sébastien Lefèvre , Christophe Collet , Éric Slezak
IEEE Transactions on Image Processing, 2012, 21 (1), pp.14--27. ⟨10.1109/TIP.2011.2161322⟩
Journal articles hal-00737998v1
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A two level strategy for audio segmentation

Sébastien Lefèvre , Nicole Vincent
Digital Signal Processing, 2011, 21 (2), pp.270-277. ⟨10.1016/j.dsp.2010.07.003⟩
Journal articles hal-00512744v1
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Supervised image segmentation using watershed transform, fuzzy classification and evolutionary computation

Sébastien Derivaux , Germain Forestier , Cédric Wemmert , Sébastien Lefèvre
Pattern Recognition Letters, 2010, 31 (15), pp.2364-2374. ⟨10.1016/j.patrec.2010.07.007⟩
Journal articles hal-00512749v2
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Morphological description of colour images for content-based image retrieval

Erchan Aptoula , Sébastien Lefèvre
IEEE Transactions on Image Processing, 2009, 18 (11), pp.2505-2517. ⟨10.1109/TIP.2009.2027363⟩
Journal articles hal-00512741v1
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Beyond Morphological Size-distribution

Sébastien Lefèvre
Journal of Electronic Imaging, 2009, 18 (1), pp.013010. ⟨10.1117/1.3099707⟩
Journal articles hal-00512732v1
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A Hit-or-Miss Transform for Multivariate Images

Erchan Aptoula , Sébastien Lefèvre , Christian Ronse
Pattern Recognition Letters, 2009, 30 (8), pp.760-764. ⟨10.1016/j.patrec.2009.02.007⟩
Journal articles hal-00512734v1
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On the Morphological Processing of Hue

Erchan Aptoula , Sébastien Lefèvre
Image and Vision Computing, 2009, 27 (9), pp.1394-1401. ⟨10.1117/1.3099707⟩
Journal articles hal-00512701v1
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A Robust Hit-or-Miss Transform for Template Matching in Very Noisy Astronomical Images

Benjamin Perret , Sébastien Lefèvre , Christophe Collet
Pattern Recognition, 2009, 42 (11), pp.2470-2480. ⟨10.1016/j.patcog.2009.02.013⟩
Journal articles hal-00512735v1
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Machine Learning in Image Processing, Special issue of the EURASIP Journal on Advances in Signal Processing

Olivier Lezoray , Christophe Charrier , Hubert Cardot , Sébastien Lefèvre
EURASIP Journal on Advances in Signal Processing, 2008, pp.160. ⟨10.1155/2008/927950⟩
Journal articles hal-00515933v1
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Alpha-trimmed lexicographical extrema for pseudo-morphological image analysis

Erchan Aptoula , Sébastien Lefèvre
Journal of Visual Communication and Image Representation, 2008, 19 (3), pp.165-174. ⟨10.1016/j.jvcir.2007.10.001⟩
Journal articles hal-00512672v1
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On Lexicographical Ordering in Multivariate Mathematical Morphology

Erchan Aptoula , Sébastien Lefèvre
Pattern Recognition Letters, 2008, 29 (2), pp.109-118. ⟨10.1016/j.patrec.2007.09.011⟩
Journal articles hal-00512667v1

Cartographie et suivi de l'évolution des schorres de la baie du Mont-Saint-Michel (1986-2006) à partir d'images satellites haute résolution

A. Puissant , Sébastien Lefèvre , R. Desguée , F. Levoy
Photo-Interprétation. European Journal of Applied Remote Sensing (PIEJARS), 2008, 3-4, pp. 3-11 + planches d'illustrations pp. 69-72
Journal articles halshs-00520631v1
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A Comparative Study on Multivariate Mathematical Morphology

Erchan Aptoula , Sébastien Lefèvre
Pattern Recognition, 2007, 40 (11), pp.2914-2929. ⟨10.1016/j.patcog.2007.02.004⟩
Journal articles hal-00512660v1
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Efficient and Robust Shot Change Detection

Sébastien Lefèvre , Nicole Vincent
Journal of Real-Time Image Processing, 2007, 2 (1), pp.23-34. ⟨10.1007/s11554-007-0033-1⟩
Journal articles hal-00512628v1

La morphologie mathématique binaire pour l'extraction automatique des bâtiments dans les images THRS

David Sheeren , Sébastien Lefèvre , Jonathan Weber
Revue Internationale de Géomatique, 2007, 17 (3-4), pp.333-352. ⟨10.3166/geo.17.333-352⟩
Journal articles hal-00515949v1
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Apport de l'espace teinte-saturation-luminance pour la segmentation spatiale et temporelle

Sébastien Lefèvre , Nicole Vincent
Traitement du Signal, 2006, 23 (1), pp.59-77
Journal articles hal-00515946v1

Outils pour la recherche d'extraits pertinents dans les séquences vidéo. Application aux retransmissions télévisées de matchs de football

Sébastien Lefèvre , Nicole Vincent
Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, 2006, 25 (10), pp.1311-1340
Journal articles hal-00515948v1

Indexation de séquences vidéo. Indices liés au temps

Sébastien Lefèvre , Florence Sèdes
Document numérique - Revue des sciences et technologies de l'information. Série Document numérique, 2004, 8 (4), pp.41-48
Journal articles hal-00515961v1
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A Review of Real-Time Segmentation of Uncompressed Video Sequences for Content-Based Search and Retrieval

Sébastien Lefèvre , Jérôme Holler , Nicole Vincent
Real Time Imaging, 2003, 9 (1), pp.73-98. ⟨10.1016/S1077-2014(02)00115-8⟩
Journal articles hal-00512620v1
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Prévision des ressources en eau à partir de séries temporelles d’images satellitaires à l’aide d’un réseau de neurones pour graphes

Corentin Dufourg , Charlotte Pelletier , Stéphane May , Sébastien Lefèvre
Reconnaissance des Formes, Image, Apprentissage et Perception 2024, Jul 2024, Lille, France
Conference papers hal-04643544v1
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Landslide Detection in 3D Point Clouds With Deep Siamese Convolutional Network

Iris de Gélis , Thomas Bernard , Dimitri Lague , Thomas Corpetti , Sébastien Lefèvre
IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Jul 2024, Athens, Greece. pp.4574-4577, ⟨10.1109/IGARSS53475.2024.10641348⟩
Conference papers hal-04778949v1
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Mapping earth mounds from space

Baki Uzun , Shivam Pande , Gwendal Cachin-Bernard , Sébastien Lefèvre , Minh-Tan Pham
International Geoscience and Remote Sensing Symposium, IEEE, 2024, Athènes, Greece. pp.4044-4049, ⟨10.1109/IGARSS53475.2024.10642004⟩
Conference papers hal-04706302v1

Semantic World – A Novel Benchmark Dataset for Semi-Supervised Semantic Segmentation

Felix Kröber , Dirk Tiede , Andrea Baraldi , Sébastien Lefèvre
EARSeL Symposium, 2024, Manchester, United Kingdom
Conference papers hal-04913413v1
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Plant detection from ultra high resolution remote sensing images: A Semantic Segmentation approach based on fuzzy loss

Shivam Pande , Baki Uzun , Florent Guiotte , Minh-Tan Pham , Thomas Corpetti
IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2024), Jul 2024, Athènes, Greece. ⟨10.1109/IGARSS53475.2024.10641972⟩
Conference papers hal-04778954v1

More Labels or Better Labels? A Semantic Segmentation Study Case Using Historical Aerial Images for Tree Delineation

Vitória Barbosa Ferreira , David Sheeren , Sébastien Lefèvre , Stefan Lang
IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, IEEE, Jul 2024, Athens, Greece. pp.9604-9608, ⟨10.1109/IGARSS53475.2024.10642817⟩
Conference papers hal-04791015v1
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Multimodal Object Detection in Remote Sensing

Abdelbadie Belmouhcine , Jean-Christophe Burnel , Luc Courtrai , Minh-Tan Pham , Sébastien Lefèvre
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, France. pp.1245-1248, ⟨10.1109/IGARSS52108.2023.10281486⟩
Conference papers hal-04430694v1
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Weakly Supervised Marine Animal Detection from Remote Sensing Images Using Vector-Quantized Variational Autoencoder

Minh-Tan Pham , Hugo Gangloff , Sébastien Lefèvre
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. pp.5559-5562, ⟨10.1109/IGARSS52108.2023.10282672⟩
Conference papers hal-04253903v1

HIRACLES : HIgh-Resolution imAgery for CLiff Erosion Studies – utilisation des images Pléiades pour le suivi de l’érosion du front de falaise

Pauline Letortu , Zoé Bessin , Marion Jaud , Roza Taouki , Claire Théry
Séminaire du réseau d’observation du littoral de Normandie et des Hauts-de-France, réseau d’observation du littoral de Normandie et des Hauts-de-France, Nov 2023, Caen, France
Conference papers hal-04311591v1
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Learning UAV-Based Above-Ground Biomass Regression Models in Sparse Training Data Environments

F. Kröber , G. Fernandez Garcia , F. Guiotte , F. Delerue , T. Corpetti
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. pp.3322-3325, ⟨10.1109/IGARSS52108.2023.10281513⟩
Conference papers hal-04310706v1
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Hyperbolic Variational Auto-Encoder for Remote Sensing Embeddings

Manal Hamzaoui , Laetitia Chapel , Minh-Tan Pham , Sébastien Lefèvre
International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena (California), United States
Conference papers hal-04159375v1

Contribution de l’imagerie satellite oblique (Pléiades) au suivi et à la compréhension de l’érosion des falaises

Pauline Letortu , Zoé Bessin , Marion Jaud , Roza Taouki , Claire Théry
Webinaire technique du réseau national des observatoires du trait de côte, Jun 2023, Paris, France
Conference papers hal-04311619v1
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Mapping Pb/Zn-stressed plant communities: challenges of centimetre- to millimetre-scale UAV sensing for training deep-learning schemes

Thomas JB Dewez , Adrien Breton , Marie De Boisvilliers , Gaël Bellenfant , Marion Houlès
Virtual Geoscience Conference 2023, Geosensor Systems group, TU Dresden; Department of Exploration, Helmholtz Institute Freiberg for Resource Technology (HIF), Sep 2023, Dresden, Germany
Conference papers hal-04113526v1
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Variational Autoencoder with Gaussian Random Field prior: application to unsupervised animal detection in aerial images

Hugo Gangloff , Minh-Tan Pham , Luc Courtrai , Sébastien Lefèvre
2023 IEEE International Conference on Image Processing (ICIP), Oct 2023, Kuala Lumpur, Malaysia. pp.1620-1624, ⟨10.1109/ICIP49359.2023.10222900⟩
Conference papers hal-03774853v1
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Analyse de techniques d'apprentissage sur graphes pour la segmentation sémantique de séries temporelles d'images satellitaires

Corentin Dufourg , Charlotte Pelletier , Stéphane May , Sébastien Lefèvre
ORASIS 2023, Laboratoire LIS, UMR 7020, May 2023, Carqueiranne, France
Conference papers hal-04219303v1

Graph Dynamic Earth Net: Spatio-Temporal Graph Benchmark for Satellite Image Time Series

Corentin Dufourg , Charlotte Pelletier , Stéphane May , Sébastien Lefèvre
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. ⟨10.1109/IGARSS52108.2023.10281458⟩
Conference papers hal-04352656v1
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"LOW SUPERVISION" DEEP CLUSTER CHANGE DETECTION (CDCLUSTER) ON REMOTE SENSING RGB DATA: TOWARDS THE UNSUPERVISING CLUSTERING FRAMEWORK

Guglielmo Fernandez Garcia , Iris de Gelis , Thomas Corpetti , Sébastien Lefèvre , Arnaud Le Bris
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. pp.6656-6659, ⟨10.1109/IGARSS52108.2023.10282898⟩
Conference papers hal-04309802v1

Less Labels, More Modalities: A Self-Training Framework to Reuse Pretrained Networks

Jean-Christophe Burnel , Sébastien Lefèvre , Luc Courtrai
IAPR International Workshop on Pattern Recognition in Remote Sensing, 2022, Montréal, Canada
Conference papers hal-03991191v1

Fully Deep Simple Online Real-time Tracking: Efficient Re-Identification by Attention without Explicit Similarity Learning

Abdelbadie Belmouhcine , Julien Simon , Luc Courtrai , Sébastien Lefèvre
2022 26th International Conference on Pattern Recognition (ICPR), Aug 2022, Montreal, Canada. pp.3522-3528, ⟨10.1109/ICPR56361.2022.9956283⟩
Conference papers hal-03991158v1

Robust Deep Simple Online Real-time Tracking

Abdelbadie Belmouhcine , Julien Simon , Luc Courtrai , Sébastien Lefèvre
Congrès de Reconnaissance des Formes, Image, Apprentissage, Perception (RFIAP), 2022, Vannes, France
Conference papers hal-03991283v1

Fully Deep SORT: Réidentification par mécanisme d’attention sans apprentissage explicite de similarité

Abdelbadie Belmouhcine , Julien Simon , Luc Courtrai , Sébastien Lefèvre
Colloque GRETSI sur le Traitement du Signal et des Images, 2022, Lille, France
Conference papers hal-03991269v1

Unsupervised Addition of a New Modality through Self-Training for Semantic Segmentation

Jean-Christophe Burnel , Sébastien Lefèvre , Luc Courtrai
Congrès de Reconnaissance des Formes, Image, Apprentissage, Perception (RFIAP), 2022, Vannes, France
Conference papers hal-03991287v1
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Autoencodeurs variationnels à registre de vecteurs pour la détection d'anomalies

Hugo Gangloff , Minh-Tan Pham , Luc Courtrai , Sébastien Lefèvre
RFIAP 2022 - (Congrès Reconnaissance des Formes, Image, Apprentissage et Perception), Jul 2022, Vannes, France
Conference papers hal-03697359v1

Deep Active Contour Models for Delineating Glacier Calving Fronts

Konrad Heidler , Lichao Mou , Erik Loebel , Mirko Scheinert , Sébastien Lefèvre
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Malaysia. pp.4490-4493, ⟨10.1109/IGARSS46834.2022.9884819⟩
Conference papers hal-03991217v1

Ajout non supervisé d’une modalité pour la télédétection

Jean-Christophe Burnel , Sébastien Lefèvre , Luc Courtrai
Colloque GRETSI sur le Traitement du Signal et des Images, 2022, Lille, France
Conference papers hal-03991274v1

Deep Learning–Based Bathymetry Mapping from Multispectral Satellite Data Around Europa Island

Khishma Modoosoodun Nicolas , Lucas Drumetz , Sébastien Lefèvre , Dirk Tiede , Touria Bajjouk
EUCOMARE 2022: International Conference European Spatial Data for Coastal and Marine Remote Sensing, May 2022, Saint Malo (FR), France. pp.97-111, ⟨10.1007/978-3-031-16213-8_6⟩
Conference papers hal-03991226v1
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A Hierarchical Prototypical Network for Few-Shot Remote Sensing Scene Classification

Manal Hamzaoui , Laetitia Chapel , Minh-Tan Pham , Sébastien Lefèvre
ICPRAI 2022 - 3rd International Conference on Pattern Recognition and Artificial Intelligence, Jun 2022, Paris, France
Conference papers hal-03694878v1

Leveraging Vector-Quantized Variational Autoencoder Inner Metrics for Anomaly Detection

Hugo Gangloff , Minh-Tan Pham , Luc Courtrai , Sébastien Lefèvre
2022 26th International Conference on Pattern Recognition (ICPR), Aug 2022, Montreal, Canada. pp.435-441, ⟨10.1109/ICPR56361.2022.9956102⟩
Conference papers hal-03991178v1
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Low-cost Multispectral Scene Analysis with Modality Distillation

Heng Zhang , Elisa Fromont , Sébastien Lefèvre , Bruno Avignon
WACV 2022 - IEEE Winter Conference on Applications of Computer Vision, Jan 2022, Waikoloa /Virtual, United States. pp.1-10, ⟨10.1109/WACV51458.2022.00339⟩
Conference papers hal-03491950v1

Robust Deep Simple Online Real-Time Tracking

Abdelbadie Belmouhcine , Julien Simon , Luc Courtrai , Sébastien Lefèvre
2021 12th International Symposium on Image and Signal Processing and Analysis (ISPA), Sep 2021, Zagreb, Croatia. pp.138-144, ⟨10.1109/ISPA52656.2021.9552062⟩
Conference papers hal-03379508v1

Very high resolution Airborne PolSAR Image Classification using Convolutional Neural Networks

Minh-Tan Pham , Sébastien Lefèvre
13th European Conference on Synthetic Aperture Radar, 2021, Leipzig, Germany
Conference papers hal-02539270v1
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Ajouter une modalité complementaire sans annotations

Jean-Christophe Burnel , Luc Courtrai , Sébastien Lefèvre
ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France
Conference papers hal-03339619v1
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Fast Pattern Spectra using Tree Representation of the Image for Patch Retrieval

Behzad Mirmahboub , Jérôme Moré , David Youssefi , Alain Giros , François Merciol
DGMM 2021 - IAPR International Conference on Discrete Geometry and Mathematical Morphology, May 2021, Uppsala / Virtual, Sweden. pp.107-119, ⟨10.1007/978-3-030-76657-3_7⟩
Conference papers hal-03354933v1
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On Morphological Hierarchies for Image Sequences

Caglayan Tuna , Alain Giros , François Merciol , Sébastien Lefèvre
ICPR 2020 – 25th International Conference on Pattern Recognition, Jan 2021, Milan (virtual), Italy. pp.1-8, ⟨10.1109/ICPR48806.2021.9412177⟩
Conference papers hal-03291870v1
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Bayesian Deep Learning with Monte Carlo Dropout for Qualification of Semantic Segmentation

Clément Dechesne , Pierre Lassalle , Sébastien Lefèvre
IGARSS 2021 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Brussels, Belgium
Conference papers hal-03379980v1
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Guided Attentive Feature Fusion for Multispectral Pedestrian Detection

Heng Zhang , Elisa Fromont , Sébastien Lefèvre , Bruno Avignon
WACV 2021 - IEEE Winter Conference on Applications of Computer Vision, Jan 2021, Waikoloa /Virtual, United States. pp.1-9, ⟨10.1109/WACV48630.2021.00012⟩
Conference papers hal-03119907v1
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Détection de changements urbains 3D par un réseau Siamois sur nuage de points

Iris de Gelis , Sébastien Lefèvre , Thomas Corpetti
ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France
Conference papers hal-03339638v1

Contribution of oblique satellite imagery to monitor and understand the coastal cliff erosion in France and Greece

Pauline Letortu , Marion Jaud , Roza Taouki , Claire Théry , Christophe Delacourt
Women in Geomorphology: a Mediterranean perspective, Mar 2021, visioconférence, Greece
Conference papers hal-03165171v1
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Benchmarking Change Detection in Urban 3D Point Clouds

Iris de Gélis , Sébastien Lefèvre , Thomas Corpetti , Thomas Ristorcelli , Chloé Thénoz
IGARSS 2021 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Brussels, Belgium
Conference papers hal-03379985v1
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PDF-Distil: including Prediction Disagreements in Feature-based Distillation for object detection

Heng Zhang , Elisa Fromont , Sébastien Lefèvre , Bruno Avignon
BMVC 2021 - 32nd British Machine Vision Conference, Nov 2021, Virtual, United Kingdom. pp.1-13
Conference papers hal-03487128v1
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Watershed-based attribute profiles for pixel classification of remote sensing data

Deise Santana Maia , Minh-Tan Pham , Sébastien Lefèvre
DGMM 2021 - IAPR International Conference on Discrete Geometry and Mathematical Morphology, May 2021, Uppsala / Virtual, Sweden
Conference papers hal-03199313v1
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Energy-based Models for Earth Observation Applications

Javiera Castillo-Navarro , Bertrand Le Saux , Alexandre Boulch , Sébastien Lefèvre
ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France
Conference papers hal-03339646v1
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Energy-Based Models for Earth Observation Applications

Javiera Castillo-Navarro , Bertrand Le Saux , Alexandre Boulch , Sébastien Lefèvre
ICLR Workshop on Energy Based Models, 2021, Virtual, France
Conference papers hal-03354935v1
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Classification and Generation of Earth Observation Images using a Joint Energy-Based Model

Javiera Castillo-Navarro , Bertrand Le Saux , Alexandre Boulch , Sébastien Lefèvre
IGARSS 2021 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Brussels, France
Conference papers hal-03379992v1