Access content directly

Sébastien Lefèvre

243
Documents
Researcher identifiers

Presentation

Publications

Image document

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

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-04027934v1

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
Image document

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
Image document

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
Image document

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

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
Image document

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
Image document

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
Image document

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

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

Hoang-An Le , Florent Guiotte , Minh-Tan Pham , Sebastien Lefevre , 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
Image document

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

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
Image document

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
Image document

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

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

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
Image document

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
Image document

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

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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 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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
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⟩
Journal articles hal-02083265v1
Image document

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
Image document

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
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⟩
Journal articles hal-02104998v1
Image document

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
Image document

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
Image document

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
Image document

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
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⟩
Journal articles hal-01636145v1
Image document

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
Image document

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
Image document

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
Image document

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
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⟩
Journal articles hal-01529624v1
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

Beyond Morphological Size-distribution

Sébastien Lefèvre
Journal of Electronic Imaging, 2009, 18 (1), pp.013010. ⟨10.1117/1.3099707⟩
Journal articles hal-00512732v1
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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

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
Image document

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
Image document

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

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
Image document

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

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
Image document

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

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
Image document

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
Image document

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

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
Image document

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

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

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
Image document

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

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

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

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

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

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

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
Image document

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
Conference papers hal-03491950v1

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
Image document

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
Image document

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
Image document

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

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

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
Image document

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
Image document

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
Image document

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
Image document

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

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
Image document

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
Image document

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
Image document

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
Conference papers hal-03119907v1
Image document

Deep Active Learning from Multispectral Data Through Cross-Modality Prediction Inconsistency

Heng Zhang , Elisa Fromont , Sébastien Lefevre , Bruno Avignon
ICIP 2021 - 28th IEEE International Conference on Image Processing, Sep 2021, Anchorage, United States. pp.1-5
Conference papers hal-03236409v1
Image document

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
Image document

Hyperbolic Variational Auto-Encoder for Remote Sensing Scene Classification

Manal Hamzaoui , Laetitia Chapel , Minh-Tan Pham , Sébastien Lefèvre
ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France
Conference papers hal-03339649v1
Image document

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
Image document

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
Image document

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
Image document

Small Object Detection from Remote Sensing Images with the Help of Object-Focused Super-Resolution Using Wasserstein GANs

Luc Courtrai , Minh-Tan Pham , Chloé Friguet , Sébastien Lefèvre
IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, Sep 2020, Waikoloa, United States. pp.260-263, ⟨10.1109/IGARSS39084.2020.9323236⟩
Conference papers hal-03213876v1
Image document

Apprentissage de réseaux de neurones de super-résolution pour la détection d'objets de petite taille dans les images de télédétection

Luc Courtrai , Minh-Tan Pham , Jean-Christophe Burnel , Sébastien Lefèvre
RFIAP 2020 - Reconnaissance des Formes, Image, Apprentissage et Perception, Jun 2020, Vannes, France
Conference papers hal-03380204v1
Image document

Data annotation with active learning: application to environmental surveys

Chloé Friguet , Romain Dambreville , Ewa Kijak , Mathieu Laroze , Sébastien Lefèvre
JDS 2020 - 52èmes Journées de Statistique de la Société Française de Statistique (SFdS), May 2020, Nice, France. pp.1-6
Conference papers hal-03445740v1
Image document

Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection

Heng Zhang , Elisa Fromont , Sébastien Lefèvre , Bruno Avignon
ACCV 2020 - The 15th Asian Conference on Computer Vision, Nov 2020, Kyoto / Virtual, Japan. pp.1-15
Conference papers hal-03025756v1
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
IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, Sep 2020, Waikoloa, United States. pp.256-259, ⟨10.1109/IGARSS39084.2020.9323827⟩
Conference papers hal-03213855v1
Image document

Méthodes de Fusion de Cartes de Caractéristiques pour la Détection Multispectrale par Réseaux de Neurones Profonds

Heng Zhang , Elisa Fromont , Sébastien Lefèvre , Bruno Avignon
RFIAP 2020 - Reconnaissance des Formes, Image, Apprentissage et Perception, Jun 2020, Vannes, France. pp.1-2
Conference papers hal-02872123v1
Image document

On Auxiliary Losses for Semi-Supervised Semantic Segmentation

Javiera Castillo-Navarro , Bertrand Le Saux , Alexandre Boulch , Sébastien Lefèvre
ECML PKDD 2020: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2020, GHENT, Belgium
Conference papers hal-03206301v1
Image document

Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks

Heng Zhang , Elisa Fromont , Sébastien Lefèvre , Bruno Avignon
ICIP 2020 - IEEE International Conference on Image Processing, Oct 2020, Abou Dabi, United Arab Emirates. pp.1-5
Conference papers hal-02872132v1
Image document

SPATIO-TEMPORAL OBJECT STABILITY FOR MONITORING EVOLVING AREAS IN SATELLITE IMAGE TIME SERIES

Caglayan Tuna , François Merciol , Sébastien Lefèvre
ISPRS (Virtual Conference), Jun 2020, Nice, France
Conference papers hal-02952651v1
Image document

Mosaicing Fidelity Geometrical Assessment Based on SURF Point Classification

Roberto Giudici , Luc Courtrai , Sébastien Lefèvre
ISPRS International Workshop on Unmanned Aerial Vehicles in Geomatics (UAV-g), 2019, Enschede, Netherlands. pp.309-315, ⟨10.5194/isprs-archives-XLII-2-W13-309-2019⟩
Conference papers hal-02343921v1
Image document

Learning geometric soft constraints for multi-view instance matching across street-level panoramas

Ahmed Samy Nassar , Nico Lang , Sébastien Lefèvre , Jan Wegner
2019 Joint Urban Remote Sensing Event (JURSE), May 2019, Vannes, France. pp.1-4, ⟨10.1109/JURSE.2019.8808935⟩
Conference papers hal-02343907v1
Image document

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
Conference papers hal-02118714v1
Image document

Attribute profiles for satellite image time series

Caglayan Tuna , François Merciol , Sébastien Lefèvre
IEEE International Geosciences and Remote Sensing Symposium (IGARSS), 2019, Yokohama, Japan
Conference papers hal-02343965v1
Image document

Rasterization strategies for airborne LiDAR classification using attribute profiles

Florent Guiotte , Sébastien Lefèvre , Thomas Corpetti
2019 Joint Urban Remote Sensing Event (JURSE), May 2019, Vannes, France. pp.1-4, ⟨10.1109/JURSE.2019.8808945⟩
Conference papers hal-02343901v2
Image document

Extraction non supervisée de descripteurs pour des suivis environnementaux aériens

Mathieu Laroze , Romain Dambreville , Chloé Friguet , Sébastien Lefèvre , Devis Tuia
Journées francophones des jeunes chercheurs en vision par ordinateur (ORASIS), May 2019, St-Dié-Des-Vosges, France
Conference papers hal-02343937v1
Image document

What Data are needed for Semantic Segmentation in Earth Observation?

Javiera Castillo-Navarro , Nicolas Audebert , Alexandre Boulch , Bertrand Le Saux , Sébastien Lefèvre
2019 Joint Urban Remote Sensing Event (JURSE), May 2019, Vannes, France. pp.1-4, ⟨10.1109/JURSE.2019.8809071⟩
Conference papers hal-02343915v2
Image document

Simultaneous multi-view instance detection with learned geometric soft-constraints

Ahmed Samy Nassar , Sébastien Lefèvre , Jan D. Wegner
Internationcal Conference on Computer Vision (ICCV), 2019, Seoul, South Korea
Conference papers hal-02343884v1
Image document

Stratégies de rastérisation pour la classification de données LiDAR aéroportées par profils d'attributs morphologiques *

Florent Guiotte , Sébastien Lefèvre , Thomas Corpetti
Colloque GRETSI sur le Traitement du Signal et des Images, 2019, Lille, France
Conference papers hal-02343958v1

Early Classification for Agricultural Monitoring from Satellite Time Series

Marc Russwurm , Romain Tavenard , Sébastien Lefèvre , Marco Körner
AI for Social Good Workshop at International Conference on Machine Learning (ICML), 2019, Long Beach, United States
Conference papers hal-02343851v1
Image document

An Advanced Benchmarking for Image Compositing Evaluation

Roberto Giudici , Luc Courtrai , Sébastien Lefèvre
ISPRS International Workshop on Unmanned Aerial Vehicles in Geomatics (UAV-g), 2019, Enschede, Netherlands. pp.303-308, ⟨10.5194/isprs-archives-XLII-2-W13-303-2019⟩
Conference papers hal-02343897v1

BreizhCrops: A Satellite Time Series Dataset for Crop Type Identification

Marc Russwurm , Sébastien Lefèvre , Marco Körner
Time Series Workshop of the 36th International Conference on Machine Learning (ICML), 2019, Long Beach, United States
Conference papers hal-02343898v1
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
Conference papers 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
Conference papers hal-02343963v1
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⟩
Conference papers 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⟩
Conference papers hal-02343904v1
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
Conference papers hal-02343933v1
Image document

Buried Object Detection from B-Scan Ground Penetrating Radar Data Using Faster-RCNN

Minh-Tan Pham , Sébastien Lefèvre
IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018, Valencia, Spain. ⟨10.1109/IGARSS.2018.8517683⟩
Conference papers hal-01969029v1
Image document

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
Conférence Française de Photogrammétrie et de Télédétection (CFPT), 2018, Marne-La-Vallée, France
Conference papers hal-01969048v1
Image document

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
Conference papers hal-01809991v1
Image document

Apprentissage actif pour l'annotation d'images aériennes appliqué aux suivis environnementaux

Mathieu Laroze , Romain Dambreville , Chloé Friguet , Ewa Kijak , Sébastien Lefèvre
RFIAP 2018 - Reconnaissance des Formes, Image, Apprentissage et Perception, Jun 2018, Marne-la-Vallée, France. pp.1-3
Conference papers hal-01828591v1
Image document

Classification of Remote Sensing Images Using Attribute Profiles and Feature Profiles from Different Trees: A Comparative Study

Minh-Tan Pham , Erchan Aptoula , Sébastien Lefèvre
IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018, Valencia, Spain. ⟨10.1109/IGARSS.2018.8517735⟩
Conference papers hal-01969020v1
Image document

Large-scale semantic classification: outcome of the first year of Inria aerial image labeling benchmark

Bohao Huang , Kangkang Lu , Nicolas Audebert , Andrew Khalel , Yuliya Tarabalka
IGARSS 2018 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain. pp.1-4, ⟨10.1109/IGARSS.2018.8518525⟩
Conference papers hal-01767807v1
Image document

Recent Developments from Attribute Profiles for Remote Sensing Image Classification

Minh-Tan Pham , Sébastien Lefèvre , Erchan Aptoula , Lorenzo Bruzzone
International Conference on Pattern Recognition and Artificial Intelligence, 2018, Montreal, Canada
Conference papers hal-01969037v1
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⟩
Conference papers hal-01809872v1
Image document

Détection d'objets enterrés par apprentissage profond sur imagerie géoradar

Minh-Tan Pham , Sébastien Lefèvre
RFIAP, Jun 2018, Marne-la-Vallée, France
Conference papers hal-01818318v1
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⟩
Conference papers hal-01969010v1
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
Conference papers hal-01845487v1
Image document

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 , Chloe Friguet , René Garello
BiDS 2017 : Big Data from Space Conference, Nov 2017, Toulouse, France
Conference papers hal-01756071v1
Image document

Réseaux de neurones profonds et fusion de données pour la segmentation sémantique d'images aériennes

Nicolas Audebert , Bertrand Le Saux , Sébastien Lefèvre
ORASIS, GREYC, 2017, Colleville-sur-Mer, France
Conference papers hal-01672871v1

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