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Sébastien Lefèvre
Sébastien Lefèvre
Professor, IRISA, Université Bretagne Sud; Adjunct Professor, UiT - The Arctic University of Norway
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Deep Learning for Classification of Hyperspectral Data: A Comparative Review
N Audebert, B Le Saux, S Lefèvre
IEEE Geoscience and Remote Sensing Magazine 7 (2), 159-173, 2019
6402019
Beyond RGB: Very high resolution urban remote sensing with multimodal deep networks
N Audebert, B Le Saux, S Lefèvre
ISPRS Journal of Photogrammetry and Remote Sensing 140, 20-32, 2018
5982018
Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks
N Audebert, B Le Saux, S Lefèvre
Asian Conference on Computer Vision (ACCV16), 2016
4662016
A comparative study on multivariate mathematical morphology
E Aptoula, S Lefèvre
Pattern Recognition 40 (11), 2914-2929, 2007
3472007
Segment-before-Detect: Vehicle Detection and Classification through Semantic Segmentation of Aerial Images
N Audebert, BL Saux, S Lefèvre
Remote Sensing 9 (4), 368, 2017
3112017
Buried object detection from B-scan ground penetrating radar data using Faster-RCNN
MT Pham, S Lefèvre
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
1992018
Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks
H Zhang, E Fromont, S Lefèvre, B Avignon
ICIP 2020-IEEE International Conference on Image Processing, 2020
1832020
YOLO-Fine: One-Stage Detector of Small Objects Under Various Backgrounds in Remote Sensing Images
MT Pham, L Courtrai, C Friguet, S Lefèvre, A Baussard
Remote Sensing 12 (15), 2501, 2020
1742020
Guided Attentive Feature Fusion for Multispectral Pedestrian Detection
H Zhang, E Fromont, S Lefèvre, B Avignon
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
1682021
Joint learning from Earth Observation and OpenStreetMap data to get faster better semantic maps
N Audebert, B Le Saux, S Lefèvre
EARTHVISION 2017 IEEE/ISPRS CVPR Workshop. Large Scale Computer Vision for …, 2017
1312017
A review of real-time segmentation of uncompressed video sequences for content-based search and retrieval
S Lefèvre, J Holler, N Vincent
Real-Time Imaging 9 (1), 73-98, 2003
1242003
Small Object Detection in Remote Sensing Images Based on Super-Resolution with Auxiliary Generative Adversarial Networks
L Courtrai, MT Pham, S Lefèvre
Remote Sensing 12 (19), 3152, 2020
1142020
Automatic building extraction in VHR images using advanced morphological operators
S Lefèvre, J Weber, D Sheeren
2007 Urban Remote Sensing Joint Event, 1-5, 2007
1082007
On lexicographical ordering in multivariate mathematical morphology
E Aptoula, S Lefèvre
Pattern Recognition Letters 29 (2), 109-118, 2008
1072008
BreizhCrops: A Time Series Dataset for Crop Type Mapping
M Rußwurm, C Pelletier, M Zollner, S Lefèvre, M Körner
arXiv preprint arXiv:1905.11893, 2019
1052019
Large-scale semantic classification: outcome of the first year of Inria aerial image labeling benchmark
B Huang, K Lu, N Audebert, A Khalel, Y Tarabalka, J Malof, A Boulch, ...
IEEE International Geoscience and Remote Sensing Symposium–IGARSS 2018, 2018
1042018
Comparative study with new accuracy metrics for target volume contouring in PET image guided radiation therapy
T Shepherd, M Teras, RR Beichel, R Boellaard, M Bruynooghe, V Dicken, ...
IEEE transactions on medical imaging 31 (11), 2006-2024, 2012
992012
Supervised image segmentation using watershed transform, fuzzy classification and evolutionary computation
S Derivaux, G Forestier, C Wemmert, S Lefèvre
Pattern Recognition Letters 31 (15), 2364-2374, 2010
982010
Sparse Hilbert Schmidt Independence Criterion and Surrogate-Kernel-Based Feature Selection for Hyperspectral Image Classification
BB Damodaran, N Courty, S Lefèvre
IEEE Transactions on Geoscience and Remote Sensing 55 (4), 2385-2398, 2017
792017
Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance suite, dataset analysis and multi-task network study
J Castillo-Navarro, B Le Saux, A Boulch, N Audebert, S Lefèvre
Machine Learning 111 (9), 3125-3160, 2022
772022
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Artículos 1–20