Gaston Lenczner

According to our database, Gaston Lenczner authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Semantic Segmentation of Coffee Plantations from Sentinel-2 Time Series.

Jan Pisl, Gaston Lenczner, Devis Tuia, Frank de Morsier

Proceedings of the IGARSS 2024, 2024

2022

Interactive semantic segmentation of aerial images with deep neural networks. (Segmentation sémantique interactive d'images aériennes avec des réseaux de neurones profonds).

Gaston Lenczner

PhD thesis, 2022

DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote Sensing.

Gaston Lenczner, Adrien Chan-Hon-Tong, Bertrand Le Saux, Nicola Luminari, Guy Le Besnerais

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Weakly-Supervised Continual Learning for Class-Incremental Segmentation.

Gaston Lenczner, Adrien Chan-Hon-Tong, Nicola Luminari, Bertrand Le Saux

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

What Could We Learn from Many Datasets in Remote Sensing Roof Semantic Segmentation?

Safa Bousbih, Adrien Chan-Hon-Tong, Gaston Lenczner

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Demotivate Adversarial Defense in Remote Sensing.

Adrien Chan-Hon-Tong, Gaston Lenczner, Aurélien Plyer

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

DISIR: Deep Image Segmentation with Interactive Refinement.

Gaston Lenczner, Bertrand Le Saux, Nicola Luminari, Adrien Chan-Hon-Tong, Guy Le Besnerais

CoRR, 2020

Interactive Learning for Semantic Segmentation in Earth Observation.

Gaston Lenczner, Adrien Chan-Hon-Tong, Nicola Luminari, Bertrand Le Saux, Guy Le Besnerais

Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2020), 2020