Adrien Le Guillou Ingénieur de recherche

Publications

Article dans une revue (4)

Modular and adaptive implementation of Semantic Segmentation Models for Satellite Images and Open Source tools suitable for complex geographical contexts Adrien Le Guillou,Simona Niculescu International Journal of Applied Earth Observation and Geoinformation, 2026, 146, pp.105069. ⟨10.1016/j.jag.2025.105069⟩ Article dans une revue hal-05451372v1
Detection and pre-localization of coastal wetlands in Brittany, France using topographical indices from altimetric and remote sensing data Adrien Le Guillou,Simona Niculescu Frontiers in Remote Sensing, 2025, 6, pp.1566144. ⟨10.3389/frsen.2025.1566144⟩ Article dans une revue hal-05048887v1
Monitoring the dynamics of coastal wetlands ecosystems in Brittany (France) using LANDSAT time series and machine learning Adrien Le Guillou,Simona Niculescu Ecological Informatics, 2025, 90, pp.103303. ⟨10.1016/j.ecoinf.2025.103303⟩ Article dans une revue hal-05146694v1
Machine and deep learning methods for detection and mapping of coastal wetlands of Crozon Peninsula (Brittany, France) used metric and sub-metric spatial resolution Adrien Le Guillou,Simona Niculescu,Christiane Schmullius Proceedings of SPIE, the International Society for Optical Engineering, 2023, Earth Resources and Environmental Remote Sensing/GIS Applications XIV, 12734, ⟨10.1117/12.2678006⟩ Article dans une revue hal-04257951v1

Thèse (1)

Approche machine learning pour le suivi des changements de l’occupation / utilisation du sol des Zones humides littorales de Bretagne Adrien Le Guillou Géographie. Université de Bretagne Occidentale (UBO), 2025. Français. ⟨NNT : ⟩ Thèse tel-05561146v1

Communication dans un congrès (1)

Optical Synergy (Sentinel-2 / Spot6-7) for Annual Detection and Mapping of Coastal Wetlands in the Crozon Peninsula Using Machine and Deep Learning Methods Adrien Le Guillou,Simona Niculescu,Christiane Schmullius 2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2024 - ), Jul 2024, Athènes, Greece. pp.4788-4792, ⟨10.1109/IGARSS53475.2024.10642584⟩ Communication dans un congrès hal-04696455v1