2 papers
cs.CV2020
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification
Vasileios Syrris, Ondrej Pesek, Pierre Soille
Automatic supervised classification with complex modelling such as deep neural networks requires the availability of representative training data sets. While there exists a plethor…
eess.IV2020
Convolutional Neural Networks for Global Human Settlements Mapping from Sentinel-2 Satellite Imagery
Christina Corbane, Vasileios Syrris, Filip Sabo +5
Spatially consistent and up-to-date maps of human settlements are crucial for addressing policies related to urbanization and sustainability, especially in the era of an increasing…