| 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 | 654 | 2019 |
| 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 | 616 | 2018 |
| 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 | 466 | 2016 |
| 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 | 382 | 2018 |
| Unstructured Point Cloud Semantic Labeling Using Deep Segmentation Networks. A Boulch, B Le Saux, N Audebert 3DOR@ Eurographics 3, 2017 | 356 | 2017 |
| 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 | 316 | 2017 |
| Multimodal deep networks for text and image-based document classification N Audebert, C Herold, K Slimani, C Vidal Joint European conference on machine learning and knowledge discovery in …, 2019 | 142 | 2019 |
| 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 | 134 | 2017 |
| 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 | 108 | 2018 |
| 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 | 81 | 2022 |
| 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 | 72 | 2020 |
| 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 | 62 | 2018 |
| 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 | 56 | 2019 |
| 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 | 48 | 2016 |
| 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 | 41* | 2017 |
| 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 | 40 | 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 | 36 | 2021 |
| SHREC'17: deformable shape retrieval with missing parts E Rodolà, L Cosmo, O Litany, MM Bronstein, AM Bronstein, N Audebert, ... Eurographics Workshop on 3D Object Retrieval, 2017 | 33 | 2017 |
| 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 | 29 | 2017 |
| 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 |
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