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Nicolas Audebert
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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
3892018
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, 180-196, 2016
3772016
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
3242019
Segment-before-detect: Vehicle detection and classification through semantic segmentation of aerial images
N Audebert, B Le Saux, S Lefèvre
Remote Sensing 9 (4), 368, 2017
2552017
Unstructured Point Cloud Semantic Labeling Using Deep Segmentation Networks.
A Boulch, B Le Saux, N Audebert
3DOR@ Eurographics 3, 2017
2442017
SnapNet: 3D point cloud semantic labeling with 2D deep segmentation networks
A Boulch, J Guerry, B Le Saux, N Audebert
Computers & Graphics 71, 189-198, 2018
2132018
Joint learning from earth observation and openstreetmap data to get faster better semantic maps
N Audebert, B Le Saux, S Lefèvre
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
982017
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
IGARSS 2018, 6947-6950, 2018
962018
Multimodal deep networks for text and image-based document classification
N Audebert, C Herold, K Slimani, C Vidal
Machine Learning and Knowledge Discovery in Databases: International …, 2020
752020
How useful is region-based classification of remote sensing images in a deep learning framework?
N Audebert, B Le Saux, S Lefevre
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016
452016
Generative adversarial networks for realistic synthesis of hyperspectral samples
N Audebert, B Le Saux, S Lefèvre
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
442018
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, 1-36, 2021
402021
Distance transform regression for spatially-aware deep semantic segmentation
N Audebert, A Boulch, B Le Saux, S Lefèvre
Computer Vision and Image Understanding 189, 102809, 2019
382019
Fusion of heterogeneous data in convolutional networks for urban semantic labeling
N Audebert, B Le Saux, S Lefèvre
2017 Joint Urban Remote Sensing Event (JURSE), 1-4, 2017
372017
Deep learning for urban remote sensing
N Audebert, A Boulch, H Randrianarivo, B Le Saux, M Ferecatu, S Lefevre, ...
2017 Joint Urban Remote Sensing Event (JURSE), 1-4, 2017
332017
Shrec’17: Deformable shape retrieval with missing parts
E Rodolà, L Cosmo, O Litany, MM Bronstein, AM Bronstein, N Audebert, ...
Proceedings of the Eurographics Workshop on 3D Object Retrieval, Lisbon …, 2017
282017
Deep learning for semantic segmentation of remote sensing images with rich spectral content
AB Hamida, A Benoit, P Lambert, L Klein, CB Amar, N Audebert, ...
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017
232017
Flood detection in time series of optical and sar images
C Rambour, N Audebert, E Koeniguer, B Le Saux, M Crucianu, M Datcu
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2020
212020
SHREC'17 Track: Point-Cloud Shape Retrieval of Non-Rigid Toys
FA Limberger, RC Wilson, M Aono, N Audebert, A Boulch, B Bustos, ...
10th Eurographics workshop on 3D Object retrieval, 1-11, 2017
18*2017
Robust and decomposable average precision for image retrieval
E Ramzi, N Thome, C Rambour, N Audebert, X Bitot
Advances in Neural Information Processing Systems 34, 23569-23581, 2021
92021
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Articles 1–20