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Gaston Lenczner
Gaston Lenczner
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DIAL: Deep interactive and active learning for semantic segmentation in remote sensing
G Lenczner, A Chan-Hon-Tong, B Le Saux, N Luminari, G Le Besnerais
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022
302022
Interactive Learning for Semantic Segmentation in Earth Observation
G Lenczner, A Chan-Hon-Tong, N Luminari, B Le Saux, G Le Besnerais
http://ceur-ws.org/Vol-2766/paper1.pdf, 2020
92020
Demotivate adversarial defense in remote sensing
A Chan-Hon-Tong, G Lenczner, A Plyer
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 3448 …, 2021
72021
DISIR: Deep Image Segmentation with Interactive Refinement
G Lenczner, B Le Saux, N Luminari, A Chan-Hon-Tong, G Le Besnerais
https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/V-2-2020 …, 2020
62020
Weakly-supervised continual learning for class-incremental segmentation
G Lenczner, A Chan-Hon-Tong, N Luminari, B Le Saux
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
52022
What could we learn from many datasets in remote sensing roof semantic segmentation?
S Bousbih, A Chan-Hon-Tong, G Lenczner
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
12022
Multi-temporal forest monitoring in the Swiss Alps with knowledge-guided deep learning
TA Nguyen, M Rußwurm, G Lenczner, D Tuia
Remote Sensing of Environment 305, 114109, 2024
2024
Linking deep learning-based forest cover maps to treeline spatio-temporal patterns
TA Nguyen, M Rußwurm, G Lenczner, D Tuia
EGU24, 2024
2024
Climatic and Ecological Impact of Greenlandic Glacial Outwash Plains
GE Marsh, G Lenczner, N Bergner, I Altshuler, D Tuia, J Schmale
DACH Geobiology Symposium, 2023
2023
Ecological and Climate Impacts of Greenlandic Glacial Outwash Plains (ECO-Plains)
GE Marsh, G Lenczner, N Bergner, I Altshuler, D Tuia, J Schmale
ENAC Research Day 2023, 2023
2023
Interactive semantic segmentation of aerial images with deep neural networks
G Lenczner
Université Paris-Saclay, 2022
2022
Segmentation sémantique d'images aériennes avec améliorations interactives
G Lenczner, B Le Saux, N Luminari, A Chan-Hon-Tong, G Le Besnerais
RFIA 2020, 2020
2020
ECEO
C Chappuis, PR Creusot, E Dalsasso, VAG Gabeff, L Hughes, ...
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