Sébastien Lefèvre

Best Publications

• Deep Learning for Classification of Hyperspectral Data: A Comparative Review

  Nicolas Audebert;Bertrand Saux;Sébastien Lefèvre

  486
  Citations

• Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks

  Nicolas Audebert;Bertrand Le Saux;Sébastien Lefèvre

  402
  Citations

• A comparative study on multivariate mathematical morphology

  E. Aptoula;S. Lefèvre

  354
  Citations

• Segment-before-detect: Vehicle detection and classification through semantic segmentation of aerial images

  Nicolas Audebert;Bertrand Le Saux;Sébastien Lefèvre

  302
  Citations

• Guided Attentive Feature Fusion for Multispectral Pedestrian Detection

  Heng Zhang;Elisa Fromont;Sebastien Lefevre;Bruno Avignon

  221
  Citations

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

  Heng Zhang;Elisa Fromont;Sebastien Lefevre;Bruno Avignon

  218
  Citations

• YOLO-Fine: One-Stage Detector of Small Objects Under Various Backgrounds in Remote Sensing Images

  Minh-Tan Pham;Luc Courtrai;Chloé Friguet;Sébastien Lefèvre

  147
  Citations

• A review of real-time segmentation of uncompressed video sequences for content-based search and retrieval

  Sébastien Lefèvre;Jérôme Holler;Nicole Vincent

  130
  Citations

• Joint Learning from Earth Observation and OpenStreetMap Data to Get Faster Better Semantic Maps

  Nicolas Audebert;Bertrand Le Saux;Sebastien Lefevre

  120
  Citations

• Small Object Detection in Remote Sensing Images Based on Super-Resolution with Auxiliary Generative Adversarial Networks

  Luc Courtrai;Minh-Tan Pham;Sébastien Lefèvre

  116
  Citations

• On lexicographical ordering in multivariate mathematical morphology

  E. Aptoula;S. Lefèvre

  113
  Citations

• Automatic Building Extraction in VHR Images Using Advanced Morphological Operators

  S. Lefevre;J. Weber

  108
  Citations

• Comparative Study With New Accuracy Metrics for Target Volume Contouring in PET Image Guided Radiation Therapy

  Tony Shepherd;Mika Teras;Reinhard R. Beichel;Ronald Boellaard

  102
  Citations

• Large-Scale Semantic Classification: Outcome of the First Year of Inria Aerial Image Labeling Benchmark

  Bohao Huang;Kangkang Lu;Nicolas Audeberr;Andrew Khalel

  100
  Citations

• Supervised image segmentation using watershed transform, fuzzy classification and evolutionary computation

  S. Derivaux;G. Forestier;C. Wemmert;S. Lefèvre

  94
  Citations

• BREIZHCROPS: A TIME SERIES DATASET FOR CROP TYPE MAPPING

  M. Rußwurm;C. Pelletier;M. Zollner;S. Lefèvre

  92
  Citations

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

  Bharath Bhushan Damodaran;Nicolas Courty;Sebastien Lefevre

  89
  Citations

• Semi-supervised semantic segmentation in Earth Observation: the MiniFrance suite, dataset analysis and multi-task network study

  Javiera Castillo-Navarro;Javiera Castillo-Navarro;Bertrand Le Saux;Alexandre Boulch;Nicolas Audebert

  80
  Citations

• Morphological Description of Color Images for Content-Based Image Retrieval

  E. Aptoula;S. Lefevre

  74
  Citations

• Toward Seamless Multiview Scene Analysis From Satellite to Street Level

  Sebastien Lefevre;Devis Tuia;Jan Dirk Wegner;Timothee Produit

  73
  Citations