Crop Type Mapping from Optical and Radar Time Series Using Attention-Based Deep Learning

Stella Ofori-Ampofo (1, 2) , Charlotte Pelletier (1) , Stefan Lang (2)

1 OBELIX - Observation de l’environnement par imagerie complexe
2 Department of geoinformatics Z_GIS, University of Salzburg

Mots clés: satellite image time series; Sentinel-1; Sentinel-2; pixel-set encoder; temporal attention encoder

Domaines: Informatique [cs]

Stella Ofori-Ampofo, Charlotte Pelletier, Stefan Lang. Crop Type Mapping from Optical and Radar Time Series Using Attention-Based Deep Learning. Remote Sensing, 2021, 13 (22), ⟨10.3390/rs13224668⟩. ⟨hal-03514550⟩