Следене
Sylvain Lobry
Sylvain Lobry
Associate professor, Université Paris Cité
Потвърден имейл адрес: u-paris.fr - Начална страница
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Позовавания
Позовавания
Година
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
1312020
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
1152019
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
932020
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
722020
Scale equivariance in CNNs with vector fields
D Marcos, B Kellenberger, S Lobry, D Tuia
arXiv preprint arXiv:1807.11783, 2018
592018
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
582019
Prompt-RSVQA: Prompting visual context to a language model for remote sensing visual question answering
C Chappuis, V Zermatten, S Lobry, B Le Saux, D Tuia
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
312022
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
302021
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
282021
Wasserstein adversarial regularization for learning with label noise
K Fatras, BB Damodaran, S Lobry, R Flamary, D Tuia, N Courty
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (10), 7296 …, 2021
28*2021
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
272019
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
272016
Contextual semantic interpretability
D Marcos, R Fong, S Lobry, R Flamary, N Courty, D Tuia
Proceedings of the Asian Conference on Computer Vision, 2020
262020
How to find a good image-text embedding for remote sensing visual question answering?
C Chappuis, S Lobry, B Kellenberger, BL Saux, D Tuia
arXiv preprint arXiv:2109.11848, 2021
222021
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
202020
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
182019
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
172018
Better generic objects counting when asking questions to images: A multitask approach for remote sensing visual question answering
S Lobry, D Marcos, B Kellenberger, D Tuia
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2020
102020
Language transformers for remote sensing visual question answering
C Chappuis, V Mendez, E Walt, S Lobry, B Le Saux, D Tuia
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
92022
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
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