smartAKIS Dataset

Combining LiDAR intensity with aerial camera data to discriminate agricultural land uses

Mesas-Carrascosa, F.J.; Castillejo-González, I.L.; De la Orden, M.S.; Porras, A.G.F.

In this study we combine imagery from aerial camera with LiDAR data to discriminate agriculture land uses. The normalization of intensity LiDAR improves visual aspect and the coefficient of variation of samples. The normalization improves the overall accuracy; therefore agriculture land uses are better discriminated. The combination of sensors (LiDAR and digital camera) produces synergy and better results in classification of land uses.