Corentin Dufourg

Centre National de la Recherche Scientifique — France

Engineering · Physical Sciences

2h-index6citations8works0.52yr avg
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Research Topics

Remote-Sensing Image Classification(3), Hydrology and Watershed Management Studies(2), Flood Risk Assessment and Management(2), Hydrological Forecasting Using AI(2), Time Series Analysis and Forecasting(2)

Publications8 total

On the Use of Graphs for Satellite Image Time Series: A comprehensive review
IEEE Geoscience and Remote Sensing Magazine·2025Open Access
Exploration de l’apprentissage profond sur graphes pour l’analyse de séries temporelles d’images satellites
SPIRE - Sciences Po Institutional REpository·2025
Exploring graph deep learning for satellite image time series analysis
2025Open Access
grassUNet: a U-Net model for semantic segmentation of upward-facing plant canopy images using low-cost instrumentation
2025Open Access
Prévision des ressources en eau à partir de séries temporelles d’images satellitaires à l’aide d’un réseau de neurones pour graphes
SPIRE - Sciences Po Institutional REpository·2024Open Access
Forecasting water resources from satellite image time series using a graph-based learning strategy
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2024· 3 citedOpen Access
Graph Dynamic Earth Net: Spatio-Temporal Graph Benchmark for Satellite Image Time Series
2023· 3 cited
Analyse de techniques d'apprentissage sur graphes pour la segmentation sémantique de séries temporelles d'images satellitaires
SPIRE - Sciences Po Institutional REpository·2023Open Access

Frequent Co-authors

Charlotte Pelletier(5), Sébastien Lefèvre(5), Stéphane May(4), Stéphane May(1), Jérémy Lavarenne(1)