Sébastien Lefèvre

Research interests

Publications

• End-to-end learned early classification of time series for in-season crop type mapping

  ISPRS Journal of Photogrammetry and Remote Sensing · 2023 · 10.1016/j.isprsjprs.2022.12.016

• Guided Attentive Feature Fusion for Multispectral Pedestrian Detection

  · 2021 · 10.1109/wacv48630.2021.00012

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

  · 2020 · 10.1109/icip40778.2020.9191080

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

  Remote Sensing · 2020 · 10.3390/rs12152501

• BREIZHCROPS: A TIME SERIES DATASET FOR CROP TYPE MAPPING

  ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2020 · 10.5194/isprs-archives-xliii-b2-2020-1545-2020

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

  Remote Sensing · 2020 · 10.3390/rs12193152

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

  IEEE Geoscience and Remote Sensing Magazine · 2019 · https://doi.org/10.1109/mgrs.2019.2912563

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

  · 2018 · 10.1109/igarss.2018.8517683

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

  · 2018 · 10.1109/igarss.2018.8518525

• Beyond RGB: Very high resolution urban remote sensing with multimodal deep networks

  ISPRS Journal of Photogrammetry and Remote Sensing · 2017 · 10.1016/j.isprsjprs.2017.11.011

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

  · 2017 · 10.1109/cvprw.2017.199

• Segment-before-Detect: Vehicle Detection and Classification through Semantic Segmentation of Aerial Images

  Remote Sensing · 2017 · 10.3390/rs9040368

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

  Lecture notes in computer science · 2017 · https://doi.org/10.1007/978-3-319-54181-5_12

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

  IEEE Transactions on Medical Imaging · 2012 · 10.1109/tmi.2012.2202322

• A comparative study on multivariate mathematical morphology

  Pattern Recognition · 2007 · 10.1016/j.patcog.2007.02.004

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

  Real-Time Imaging · 2003 · 10.1016/s1077-2014(02)00115-8

Current projects

No projects listed.