Bertrand Le Saux

Best Publications

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

  Nicolas Audebert;Bertrand Saux;Sébastien Lefèvre

  486
  Citations

• Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks

  Rodrigo Caye Daudt;Bertr Le Saux;Alexandre Boulch;Yann Gousseau

  430
  Citations

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

  Nicolas Audebert;Bertrand Le Saux;Sébastien Lefèvre

  402
  Citations

• Multitask learning for large-scale semantic change detection

  Rodrigo Caye Daudt;Rodrigo Caye Daudt;Bertrand Le Saux;Alexandre Boulch;Yann Gousseau

  381
  Citations

• SnapNet: 3D point cloud semantic labeling with 2D deep segmentation networks

  Unknown

  376
  Citations

• Unstructured Point Cloud Semantic Labeling Using Deep Segmentation Networks.

  Unknown

  329
  Citations

• Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest

  Yonghao Xu;Bo Du;Liangpei Zhang;Daniele Cerra

  308
  Citations

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

  Nicolas Audebert;Bertrand Le Saux;Sébastien Lefèvre

  302
  Citations

• Open Data for Global Multimodal Land Use Classification: Outcome of the 2017 IEEE GRSS Data Fusion Contest

  Naoto Yokoya;Pedram Ghamisi;Junshi Xia;Sergey Sukhanov

  145
  Citations

• On Circuit-based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification.

  Unknown

  135
  Citations

• SHREC'17 Track: 3D Hand Gesture Recognition Using a Depth and Skeletal Dataset

  Quentin de Smedt;Hazem Wannous;Jean-Philippe Vandeborre;Joris Guerry

  131
  Citations

• Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest-Part A: 2-D Contest

  Manuel Campos-Taberner;Adriana Romero-Soriano;Carlo Gatta;Gustau Camps-Valls

  129
  Citations

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

  Nicolas Audebert;Bertrand Le Saux;Sebastien Lefevre

  120
  Citations

• 2018 IEEE GRSS Data Fusion Contest: Multimodal Land Use Classification [Technical Committees]

  Bertrand Le Saux;Naoto Yokoya;Ronny Hansch;Saurabh Prasad

  111
  Citations

• Benchmarking classification of earth-observation data: From learning explicit features to convolutional networks

  Unknown

  99
  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

• Multitemporal Very High Resolution From Space: Outcome of the 2016 IEEE GRSS Data Fusion Contest

  L. Mou;X. Zhu;M. Vakalopoulou;K. Karantzalos

  78
  Citations

• SnapNet-R: Consistent 3D Multi-view Semantic Labeling for Robotics

  Unknown

  76
  Citations

• Prompt–RSVQA: Prompting visual context to a language model for Remote Sensing Visual Question Answering

  Unknown

  73
  Citations

• 2019 Data Fusion Contest [Technical Committees]

  Bertrand Le Saux;Naoto Yokoya;Ronny Hansch;Myron Brown

  71
  Citations