Sébastien Lefèvre

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 135

Top Venues

François Rabelais University, Tours, France (PHD)

Education History

François Rabelais University, Tours, France

PHD

Publications

Iris de Gélis, Thomas Corpetti, Sébastien Lefèvre
Change Detection Needs Change Information: Improving Deep 3-D Point Cloud Change Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Manal Hamzaoui, Laetitia Chapel, Minh-Tan Pham, Sébastien Lefèvre
Hyperbolic prototypical network for few shot remote sensing scene classification. Pattern Recognit. Lett. 177 (2024)
Getachew Workineh Gella, Charlotte Pelletier, Sébastien Lefèvre, Lorenz Wendt, Dirk Tiede, Stefan Lang
Unsupervised Domain Adaptation for Instance Segmentation: Extracting Dwellings in Temporary Settlements Across Various Geographical Settings. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Minh-Tan Pham, Hugo Gangloff, Sébastien Lefèvre
Weakly Supervised Marine Animal Detection from Remote Sensing Images Using Vector-Quantized Variational Autoencoder. IGARSS (2023)
Corentin Dufourg, Charlotte Pelletier, Stéphane May, Sébastien Lefèvre
Graph Dynamic Earth Net: Spatio-Temporal Graph Benchmark for Satellite Image Time Series. IGARSS (2023)
Minh-Tan Pham, Hugo Gangloff, Sébastien Lefèvre
Weakly supervised marine animal detection from remote sensing images using vector-quantized variational autoencoder. CoRR (2023)
Garcia Fernandez Guglielmo, Iris de Gelis, Thomas Corpetti, Sébastien Lefèvre, Arnaud Le Bris
"Low Supervision" Deep Cluster Change Detection (CDCluster) On Remote Sensing RGB Data: Towards The Unsupervising Clustering Framework. IGARSS (2023)
Iris de Gélis, Thomas Corpetti, Sébastien Lefèvre
Change detection needs change information: improving deep 3D point cloud change detection. CoRR (2023)
Iris de Gélis, Sébastien Lefèvre, Thomas Corpetti
DC3DCD: unsupervised learning for multiclass 3D point cloud change detection. CoRR (2023)
Felix Kröber, Garcia Fernandez Guglielmo, Florent Guiotte, Florian Delerue, Thomas Corpetti, Sébastien Lefèvre
Learning UAV-Based Above-Ground Biomass Regression Models in Sparse Training Data Environments. IGARSS (2023)
Abdelbadie Belmouhcine, Jean-Christophe Burnel, Luc Courtrai, Minh-Tan Pham, Sébastien Lefèvre
Multimodal Object Detection in Remote Sensing. CoRR (2023)
Abdelbadie Belmouhcine, Jean-Christophe Burnel, Luc Courtrai, Minh-Tan Pham, Sébastien Lefèvre
Multimodal Object Detection in Remote Sensing. IGARSS (2023)
Konrad Heidler, Lichao Mou, Erik Loebel, Mirko Scheinert, Sébastien Lefèvre, Xiao Xiang Zhu
A Deep Active Contour Model for Delineating Glacier Calving Fronts. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Hugo Gangloff, Minh-Tan Pham, Luc Courtrai, Sébastien Lefèvre
Unsupervised Anomaly Detection Using Variational Autoencoder with Gaussian Random Field Prior. ICIP (2023)
Manal Hamzaoui, Laetitia Chapel, Minh-Tan Pham, Sébastien Lefèvre
Hyperbolic Variational Auto-Encoder for Remote Sensing Scene Embeddings. IGARSS (2023)
Konrad Heidler, Lichao Mou, Erik Loebel, Mirko Scheinert, Sébastien Lefèvre, Xiao Xiang Zhu
A Deep Active Contour Model for Delineating Glacier Calving Fronts. CoRR (2023)
Jean-Christophe Burnel, Luc Courtrai, Sébastien Lefèvre
Less Labels, More Modalities: A Self-Training Framework to Reuse Pretrained Networks. ICPR Workshops (3) (2022)
Hoàng-Ân Lê, Florent Guiotte, Minh-Tan Pham, Sébastien Lefèvre, Thomas Corpetti
Learning Digital Terrain Models From Point Clouds: ALS2DTM Dataset and Rasterization-Based GAN. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Wei-Hsin Tseng, Hoàng-Ân Lê, Alexandre Boulch, Sébastien Lefèvre, Dirk Tiede
CroCo: Cross-Modal Contrastive learning for localization of Earth Observation data. CoRR (2022)
Paul Berg, Deise Santana Maia, Minh-Tan Pham, Sébastien Lefèvre
Weakly Supervised Detection of Marine Animals in High Resolution Aerial Images. Remote. Sens. 14 (2) (2022)
Hoàng-Ân Lê, Heng Zhang, Minh-Tan Pham, Sébastien Lefèvre
Mutual Guidance Meets Supervised Contrastive Learning: Vehicle Detection in Remote Sensing Images. Remote. Sens. 14 (15) (2022)
Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch, Sébastien Lefèvre
Energy-Based Models in Earth Observation: From Generation to Semisupervised Learning. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Anne Achieng Osio, Hoàng-Ân Lê, Samson Ayugi, Fred Onyango, Peter Odwe, Sébastien Lefèvre
Detection of Degraded Acacia tree species using deep neural networks on uav drone imagery. CoRR (2022)
Abdelbadie Belmouhcine, Julien Simon, Luc Courtrai, Sébastien Lefèvre
Fully Deep Simple Online Real-time Tracking: Efficient Re-Identification by Attention without Explicit Similarity Learning. ICPR (2022)
Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
Low-cost Multispectral Scene Analysis with Modality Distillation. WACV (2022)
Konrad Heidler, Lichao Mou, Erik Loebel, Mirko Scheinert, Sébastien Lefèvre, Xiao Xiang Zhu
Deep Active Contour Models for Delineating Glacier Calving Fronts. IGARSS (2022)
Deise Santana Maia, Minh-Tan Pham, Sébastien Lefèvre
Watershed-Based Attribute Profiles With Semantic Prior Knowledge for Remote Sensing Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Hoàng-Ân Lê, Florent Guiotte, Minh-Tan Pham, Sébastien Lefèvre, Thomas Corpetti
Learning Digital Terrain Models from Point Clouds: ALS2DTM Dataset and Rasterization-based GAN. CoRR (2022)
Hugo Gangloff, Minh-Tan Pham, Luc Courtrai, Sébastien Lefèvre
Leveraging Vector-Quantized Variational Autoencoder Inner Metrics for Anomaly Detection. ICPR (2022)
Manal Hamzaoui, Laetitia Chapel, Minh-Tan Pham, Sébastien Lefèvre
A Hierarchical Prototypical Network for Few-Shot Remote Sensing Scene Classification. ICPRAI (2) (2022)
Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch, Nicolas Audebert, Sébastien Lefèvre
Semi-supervised semantic segmentation in Earth Observation: the MiniFrance suite, dataset analysis and multi-task network study. Mach. Learn. 111 (9) (2022)
Behzad Mirmahboub, Deise Santana Maia, François Merciol, Sébastien Lefèvre
Median-Tree: An Efficient Counterpart of Tree-of-Shapes. Math. Morphol. Theory Appl. 5 (1) (2021)
Deise Santana Maia, Minh-Tan Pham, Sébastien Lefèvre
Watershed-Based Attribute Profiles for Pixel Classification of Remote Sensing Data. DGMM (2021)
Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
Deep Active Learning from Multispectral Data Through Cross-Modality Prediction Inconsistency. ICIP (2021)
Behzad Mirmahboub, Jérôme Moré, David Youssefi, Alain Giros, François Merciol, Sébastien Lefèvre
Fast Pattern Spectra Using Tree Representation of the Image for Patch Retrieval. DGMM (2021)
Abdelbadie Belmouhcine, Julien Simon, Luc Courtrai, Sébastien Lefèvre
Robust Deep Simple Online Real-Time Tracking. ISPA (2021)
Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
Guided Attentive Feature Fusion for Multispectral Pedestrian Detection. WACV (2021)
Joachim Nyborg, Charlotte Pelletier, Sébastien Lefèvre, Ira Assent
TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation. CoRR (2021)
Iris de Gélis, Sébastien Lefèvre, Thomas Corpetti, Thomas Ristorcelli, Chloé Thénoz, Pierre Lassalle
Benchmarking Change Detection in Urban 3D Point Clouds. IGARSS (2021)
Iris de Gelis, Sébastien Lefèvre, Thomas Corpetti
Change Detection in Urban Point Clouds: An Experimental Comparison with Simulated 3D Datasets. Remote. Sens. 13 (13) (2021)
Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
PDF-Distil: including Prediction Disagreements in Feature-based Distillation for object detection. BMVC (2021)
Clément Dechesne, Pierre Lassalle, Sébastien Lefèvre
Bayesian U-Net: Estimating Uncertainty in Semantic Segmentation of Earth Observation Images. Remote. Sens. 13 (19) (2021)
Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch, Sébastien Lefèvre
Classification and Generation of Earth Observation Images Using a Joint Energy-Based Model. IGARSS (2021)
Clément Dechesne, Pierre Lassalle, Sébastien Lefèvre
Bayesian Deep Learning with Monte Carlo Dropout for Qualification of Semantic Segmentation. IGARSS (2021)
Luc Courtrai, Minh-Tan Pham, Chloé Friguet, Sébastien Lefèvre
Small Object Detection from Remote Sensing Images with the Help of Object-Focused Super-Resolution Using Wasserstein GANs. IGARSS (2020)
Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks. ICIP (2020)
Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection. CoRR (2020)
Luc Courtrai, Minh-Tan Pham, Sébastien Lefèvre
Small Object Detection in Remote Sensing Images Based on Super-Resolution with Auxiliary Generative Adversarial Networks. Remote. Sens. 12 (19) (2020)
Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection. ACCV (4) (2020)
Alice Froidevaux, Andréa Julier, Agustin Lifschitz, Minh-Tan Pham, Romain Dambreville, Sébastien Lefèvre, Pierre Lassalle, Thanh-Long Huynh
Vehicle Detection and Counting from VHR Satellite Images: Efforts and Open Issues. IGARSS (2020)
Ahmed Samy Nassar, Stefano D'Aronco, Sébastien Lefèvre, Jan D. Wegner
GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end. CoRR (2020)
Sébastien Lefèvre, Thomas Corpetti, Monika Kuffer, Hannes Taubenböck, Clément Mallet
Foreword to the Special Issue on Paving the Way for the Future of Urban Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Ahmed Samy Nassar, Sébastien Lefèvre, Jan Dirk Wegner
Multi-View Instance Matching with Learned Geometric Soft-Constraints. ISPRS Int. J. Geo Inf. 9 (11) (2020)
Çaglayan Tuna, Alain Giros, François Merciol, Sébastien Lefèvre
On Morphological Hierarchies for Image Sequences. ICPR (2020)
Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch, Nicolas Audebert, Sébastien Lefèvre
Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-task Network Study. CoRR (2020)
Ahmed Samy Nassar, Stefano D'Aronco, Sébastien Lefèvre, Jan D. Wegner
GeoGraph: Graph-Based Multi-view Object Detection with Geometric Cues End-to-End. ECCV (7) (2020)
Florent Guiotte, Minh-Tan Pham, Romain Dambreville, Thomas Corpetti, Sébastien Lefèvre
Semantic Segmentation of LiDAR Points Clouds: Rasterization Beyond Digital Elevation Models. IEEE Geosci. Remote. Sens. Lett. 17 (11) (2020)
Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks. CoRR (2020)
Çaglayan Tuna, Behzad Mirmahboub, François Merciol, Sébastien Lefèvre
Component trees for image sequences and streams. Pattern Recognit. Lett. 129 (2020)
Minh-Tan Pham, Luc Courtrai, Chloé Friguet, Sébastien Lefèvre, Alexandre Baussard
YOLO-Fine: One-Stage Detector of Small Objects Under Various Backgrounds in Remote Sensing Images. Remote. Sens. 12 (15) (2020)
Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch, Sébastien Lefèvre
On Auxiliary Losses for Semi-Supervised Semantic Segmentation. MACLEAN@PKDD/ECML (2020)
Clément Dechesne, Sébastien Lefèvre, Rodolphe Vadaine, Guillaume Hajduch, Ronan Fablet
Ship Identification and Characterization in Sentinel-1 SAR Images with Multi-Task Deep Learning. Remote. Sens. 11 (24) (2019)
Ahmed Samy Nassar, Sébastien Lefèvre, Jan Dirk Wegner
Simultaneous Multi-View Instance Detection With Learned Geometric Soft-Constraints. ICCV (2019)
Çaglayan Tuna, François Merciol, Sébastien Lefèvre
Analysis of Min-Trees over Sentinel-1 Time Series for Flood Detection. MultiTemp (2019)
Ahmed Samy Nassar, Nico Lang, Sébastien Lefèvre, Jan D. Wegner
Learning geometric soft constraints for multi-view instance matching across street-level panoramas. JURSE (2019)
Sébastien Lefèvre, David Sheeren, Onur Tasar
A Generic Framework for Combining Multiple Segmentations in Geographic Object-Based Image Analysis. ISPRS Int. J. Geo Inf. 8 (2) (2019)
Nicolas Audebert, Alexandre Boulch, Bertrand Le Saux, Sébastien Lefèvre
Distance transform regression for spatially-aware deep semantic segmentation. Comput. Vis. Image Underst. 189 (2019)
Florent Guiotte, Sébastien Lefèvre, Thomas Corpetti
Rasterization strategies for airborne LiDAR classification using attribute profiles. JURSE (2019)
Florent Guiotte, Sébastien Lefèvre, Thomas Corpetti
Attribute Filtering of Urban Point Clouds Using Max-Tree on Voxel Data. ISMM (2019)
Alice Froidevaux, Andréa Julier, Agustin Lifschitz, Minh-Tan Pham, Romain Dambreville, Sébastien Lefèvre, Pierre Lassalle, Thanh-Long Huynh
Vehicle detection and counting from VHR satellite images: efforts and open issues. CoRR (2019)
Marc Rußwurm, Romain Tavenard, Sébastien Lefèvre, Marco Körner
Early Classification for Agricultural Monitoring from Satellite Time Series. CoRR (2019)
Javiera Castillo-Navarro, Nicolas Audebert, Alexandre Boulch, Bertrand Le Saux, Sébastien Lefèvre
What Data are needed for Semantic Segmentation in Earth Observation? JURSE (2019)
Nicolas Audebert, Bertrand Le Saux, Sébastien Lefèvre
Deep Learning for Classification of Hyperspectral Data: A Comparative Review. CoRR (2019)
Marc Rußwurm, Sébastien Lefèvre, Marco Körner
BreizhCrops: A Satellite Time Series Dataset for Crop Type Identification. CoRR (2019)
Ahmed Samy Nassar, Sébastien Lefèvre
Automated Mapping Of Accessibility Signs With Deep Learning From Ground-level Imagery and Open Data. JURSE (2019)
Çaglayan Tuna, François Merciol, Sébastien Lefèvre
Monitoring Urban Growth with Spatial Filtering of Satellite Image Time Series. JURSE (2019)
Jirí Havel, François Merciol, Sébastien Lefèvre
Efficient tree construction for multiscale image representation and processing. J. Real Time Image Process. 16 (4) (2019)
Nicolas Audebert, Alexandre Boulch, Bertrand Le Saux, Sébastien Lefèvre
Distance transform regression for spatially-aware deep semantic segmentation. CoRR (2019)
Minh-Tan Pham, Sébastien Lefèvre
Very high resolution Airborne PolSAR Image Classification using Convolutional Neural Networks. CoRR (2019)
Çaglayan Tuna, François Merciol, Sébastien Lefèvre
Attribute Profiles For Satellite Image Time Series. IGARSS (2019)
François Merciol, Loïc Faucqueur, Bharath Bhushan Damodaran, Pierre-Yves Rémy, Baudouin Desclée, Fabrice Dazin, Sébastien Lefèvre, Antoine Masse, Christophe Sannier
GEOBIA at the Terapixel Scale: Toward Efficient Mapping of Small Woody Features from Heterogeneous VHR Scenes. ISPRS Int. J. Geo Inf. 8 (1) (2019)
Florent Guiotte, Sébastien Lefèvre, Thomas Corpetti
Voxel-Based Attribute Profiles on LIDAR Data for Land Cover Mapping. IGARSS (2019)
Marc Rußwurm, Sébastien Lefèvre, Nicolas Courty, Rémi Emonet, Marco Körner, Romain Tavenard
End-to-end Learning for Early Classification of Time Series. CoRR (2019)
Ahmed Samy Nassar, Sébastien Lefèvre, Jan D. Wegner
Simultaneous multi-view instance detection with learned geometric soft-constraints. CoRR (2019)
Norman Kerle, Markus Gerke, Sébastien Lefèvre
GEOBIA 2016: Advances in Object-Based Image Analysis - Linking with Computer Vision and Machine Learning. Remote. Sens. 11 (10) (2019)
Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula
Local Feature-Based Attribute Profiles for Optical Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 56 (2) (2018)
Nicolas Audebert, Bertrand Le Saux, Sébastien Lefèvre
Generative Adversarial Networks for Realistic Synthesis of Hyperspectral Samples. CoRR (2018)
Minh-Tan Pham, Sébastien Lefèvre
Buried Object Detection from B-Scan Ground Penetrating Radar Data Using Faster-RCNN. IGARSS (2018)
Mathieu Laroze, Romain Dambreville, Chloé Friguet, Ewa Kijak, Sébastien Lefèvre
Active Learning to Assist Annotation of Aerial Images in Environmental Surveys. CBMI (2018)
Nicolas Audebert, Bertrand Le Saux, Sébastien Lefèvre
Generative Adversarial Networks for Realistic Synthesis of Hyperspectral Samples. IGARSS (2018)
Antoine Masse, Christophe Latry, Julien Nosavan, Simon Baillarin, Sébastien Lefèvre
A New Optimized Denoising Method applied to the Spot World Heritage Initiative and its Spot 5 Supermode images. IGARSS (2018)
Petra Bosilj, Ewa Kijak, Sébastien Lefèvre
Partition and Inclusion Hierarchies of Images: A Comprehensive Survey. J. Imaging 4 (2) (2018)
Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula, Lorenzo Bruzzone
Recent Developments from Attribute Profiles for Remote Sensing Image Classification. CoRR (2018)
Minh-Tan Pham, Sébastien Lefèvre
Buried object detection from B-scan ground penetrating radar data using Faster-RCNN. CoRR (2018)
Minh-Tan Pham, Erchan Aptoula, Sébastien Lefèvre
Feature Profiles from Attribute Filtering for Classification of Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (1) (2018)
Minh-Tan Pham, Sébastien Lefèvre, François Merciol
Attribute Profiles on Derived Textural Features for Highly Textured Optical Image Classification. IEEE Geosci. Remote. Sens. Lett. 15 (7) (2018)
Minh-Tan Pham, Erchan Aptoula, Sébastien Lefèvre
Classification of remote sensing images using attribute profiles and feature profiles from different trees: a comparative study. CoRR (2018)
Minh-Tan Pham, Erchan Aptoula, Sébastien Lefèvre
Classification of Remote Sensing Images Using Attribute Profiles and Feature Profiles from Different Trees: A Comparative Study. IGARSS (2018)
Bohao Huang, Kangkang Lu, Nicolas Audebert, Andrew Khalel, Yuliya Tarabalka, Jordan M. Malof, Alexandre Boulch, Bertrand Le Saux, Leslie M. Collins, Kyle Bradbury, Sébastien Lefèvre, Motaz El-Saban
Large-Scale Semantic Classification: Outcome of the First Year of Inria Aerial Image Labeling Benchmark. IGARSS (2018)
Antoine Masse, Sébastien Lefèvre, Renaud Binet, Stephanie Artigues, Gwendoline Blanchet, Simon Baillarin
Denoising Very High Resolution Optical Remote Sensing Images: Application and Optimization of Nonlocal Bayes method. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (3) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sébastien Lefèvre