137 citations · 162 across the 3 of their papers we have counts for
3 papers
cs.CV2020★ 9 cited
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★ 137 cited
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…
cs.DM2012★ 16 cited
On morphological hierarchical representations for image processing and spatial data clustering
Pierre Soille, Laurent Najman
Hierarchical data representations in the context of classi cation and data clustering were put forward during the fties. Recently, hierarchical image representations have gained re…