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Bertrand Le Saux
Bertrand Le Saux
ESA / ESRIN Φ-lab
Verified email at ieee.org - Homepage
Title
Cited by
Cited by
Year
Fully convolutional siamese networks for change detection
RC Daudt, B Le Saux, A Boulch
2018 25th IEEE international conference on image processing (ICIP), 4063-4067, 2018
8722018
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
4952018
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
4922019
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
4322016
Urban change detection for multispectral earth observation using convolutional neural networks
R Caye Daudt, B Le Saux, A Boulch, Y Gousseau
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
3632018
Unstructured point cloud semantic labeling using deep segmentation networks.
A Boulch, B Le Saux, N Audebert
3dor@ eurographics 3, 17-24, 2017
3132017
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
3092018
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
2902017
Advanced multi-sensor optical remote sensing for urban land use and land cover classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest
Y Xu, B Du, L Zhang, D Cerra, M Pato, E Carmona, S Prasad, N Yokoya, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019
2372019
Multitask learning for large-scale semantic change detection
RC Daudt, B Le Saux, A Boulch, Y Gousseau
Computer Vision and Image Understanding 187, 102783, 2019
2262019
SHREC'17: 3D hand gesture recognition using a depth and skeletal dataset
Q De Smedt, H Wannous, JP Vandeborre, J Guerry, B Le Saux, D Filliat
193*2017
Ikona: Interactive generic and specific image retrieval
N Boujemaa, J Fauqueur, M Ferecatu, F Fleuret, V Gouet, B Le Saux, ...
Proceedings of the International workshop on Multimedia Content-Based …, 2001
141*2001
Open data for global multimodal land use classification: Outcome of the 2017 IEEE GRSS data fusion contest
N Yokoya, P Ghamisi, J Xia, S Sukhanov, R Heremans, I Tankoyeu, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018
1342018
Processing of extremely high-resolution Lidar and RGB data: outcome of the 2015 IEEE GRSS data fusion contest–part a: 2-D contest
M Campos-Taberner, A Romero-Soriano, C Gatta, G Camps-Valls, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016
1202016
Joint Learning from Earth Observation and OpenStreetMap Data to Get Faster Better Semantic Maps
N Audebert, B Le Saux, S Lefèvre
IEEE/ISPRS CVPR Workshop EARTHVISION 2017, 2017
1172017
Benchmarking classification of Earth-observation data: from learning explicit features to convolutional networks
A Lagrange, B Le Saux, A Beaupere, A Boulch, A Chan-Hon-Tong, ...
IGARSS 2015, 2015
1052015
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 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
982018
SnapNet-R: Consistent 3D multi-view semantic labeling for robotics
J Guerry, A Boulch, B Le Saux, J Moras, A Plyer, D Filliat
Proceedings of the IEEE International Conference on Computer Vision …, 2017
922017
Unsupervised robust clustering for image database categorization
B Le Saux, N Boujemaa
IEEE-IAPR International Conference on Pattern Recognition, 2002 1, 259-262, 2002
88*2002
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
80*2022
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