Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data
Nataliia Kussul,M. Lavreniuk,S. Skakun,A. Shelestov
2017 · DOI: 10.1109/LGRS.2017.2681128
IEEE Geoscience and Remote Sensing Letters · 1,329 Citations
TLDR
A multilevel DL architecture that targets land cover and crop type classification from multitemporal multisource satellite imagery outperforms the one with MLPs allowing us to better discriminate certain summer crop types.
Cited Papers
Citing Papers