Follow
Sylvain Lobry
Sylvain Lobry
Associate professor, Université de Paris
Verified email at u-paris.fr - Homepage
Title
Cited by
Cited by
Year
Half a percent of labels is enough: Efficient animal detection in UAV imagery using deep CNNs and active learning
B Kellenberger, D Marcos, S Lobry, D Tuia
IEEE Transactions on Geoscience and Remote Sensing 57 (12), 9524-9533, 2019
652019
Fine-grained landuse characterization using ground-based pictures: a deep learning solution based on globally available data
S Srivastava, JE Vargas Munoz, S Lobry, D Tuia
International Journal of Geographical Information Science 34 (6), 1117-1136, 2020
442020
Correcting rural building annotations in OpenStreetMap using convolutional neural networks
JE Vargas-Muñoz, S Lobry, AX Falcão, D Tuia
ISPRS journal of photogrammetry and remote sensing 147, 283-293, 2019
432019
A deep learning framework for matching of SAR and optical imagery
LH Hughes, D Marcos, S Lobry, D Tuia, M Schmitt
ISPRS Journal of Photogrammetry and Remote Sensing 169, 166-179, 2020
412020
Scale equivariance in CNNs with vector fields
D Marcos, B Kellenberger, S Lobry, D Tuia
arXiv preprint arXiv:1807.11783, 2018
402018
RSVQA: Visual question answering for remote sensing data
S Lobry, D Marcos, J Murray, D Tuia
IEEE Transactions on Geoscience and Remote Sensing 58 (12), 8555-8566, 2020
322020
Multitemporal SAR image decomposition into strong scatterers, background, and speckle
S Lobry, L Denis, F Tupin
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016
232016
Semantically Interpretable Activation Maps: what-where-how explanations within CNNs
D Marcos, S Lobry, D Tuia
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW …, 2019
172019
Land-use characterisation using Google Street View pictures and OpenStreetMap
S Srivastava, S Lobry, D Tuia, J Vargas-Muñoz
AGILE International Conference on Geographic Information Science, 2018
142018
Contextual semantic interpretability
D Marcos, R Fong, S Lobry, R Flamary, N Courty, D Tuia
Proceedings of the Asian Conference on Computer Vision, 2020
122020
Visual question answering from remote sensing images
S Lobry, J Murray, D Marcos, D Tuia
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
82019
Correcting misaligned rural building annotations in open street map using convolutional neural networks evidence
JE Vargas-Munoz, D Marcos, S Lobry, JA dos Santos, AX Falcao, D Tuia
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
82018
Shrub decline and expansion of wetland vegetation revealed by very high resolution land cover change detection in the Siberian lowland tundra
RÍ Magnússon, J Limpens, D Kleijn, K van Huissteden, TC Maximov, ...
Science of the Total Environment 782, 146877, 2021
62021
Wasserstein adversarial regularization (WAR) on label noise
K Fatras, BB Damodaran, S Lobry, R Flamary, D Tuia, N Courty
arXiv preprint arXiv:1904.03936, 2019
62019
Interpretable Scenicness from Sentinel-2 Imagery
A Levering, D Marcos, S Lobry, D Tuia
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
52020
Learning multi-label aerial image classification under label noise: A regularization approach using word embeddings
Y Hua, S Lobry, L Mou, D Tuia, XX Zhu
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
52020
Deep learning models to count buildings in high-resolution overhead images
S Lobry, D Tuia
2019 Joint Urban Remote Sensing Event (JURSE), 1-4, 2019
52019
RSVQA meets BigEarthNet: a new, large-scale, visual question answering dataset for remote sensing
S Lobry, B Demir, D Tuia
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 1218 …, 2021
32021
Pushing the right boundaries matters! wasserstein adversarial training for label noise
BB Damodaran, K Fatras, S Lobry, R Flamary, D Tuia, N Courty
32019
Double MRF for water classification in SAR images by joint detection and reflectivity estimation
S Lobry, L Denis, F Tupin, R Fj
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017
32017
The system can't perform the operation now. Try again later.
Articles 1–20