Summary
Spatial and radiometric features, useful for data mining and high level information extraction, will be defined and developed.
They Will be constructed using:
- radiometric characteristics
- spectral characteristics
- spatial or local parameters such as texture values, shape and geometric descriptors (lines detection, polygons, specific textures for cultivated fields, extraction of characteristics points – SIFT/SURF) etc.
Features will be extracted from single images from the EO data collection (SENTINEL-1, SENTINEL-2, SENTINEL-3, LANDSAT, ENVISAT, MODIS, Planet and RapidEye) but if necessary, depending on the mining algorithms, they can be computed several sources of data.
More information & hyperlinks