Bertrand Le Saux
Bertrand Le Saux
ESA / ESRIN Φ-lab
Verified email at ieee.org - Homepage
Title
Cited by
Cited by
Year
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
2112016
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
164*2018
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
1562018
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
127*2001
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
1152017
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
682015
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
672016
Unsupervised robust clustering for image database categorization
B Le Saux, N Boujemaa
Object recognition supported by user interaction for service robots 1, 259-262, 2002
662002
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
592018
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
562017
Feature selection for graph-based image classifiers
B Le Saux, H Bunke
Iberian Conference on Pattern Recognition and Image Analysis, 147-154, 2005
512005
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
482018
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
462018
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
422018
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
39*2017
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
342019
Multitemporal very high resolution from space: Outcome of the 2016 IEEE GRSS data fusion contest
L Mou, X Zhu, M Vakalopoulou, K Karantzalos, N Paragios, B Le Saux, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017
342017
Image classifiers for scene analysis
B Le Saux, G Amato
Computer Vision and Graphics, 39-44, 2006
322006
Image recognition for digital libraries
B Le Saux, G Amato
Proceedings of the 6th ACM SIGMM international workshop on Multimedia …, 2004
302004
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
292016
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Articles 1–20