Low Classification Accuracy for Hyperspectral Imagery? Try Attribute Profiles!

Recent advances in hyperspectral remote sensor technology allow the simultaneous acquisition of hundreds of spectral wavelengths for each image pixel. This detailed spectral information increases the possibility of more accurately discriminating materials of interest. Further, the fine spatial resolution of the sensors enables the analysis of small spatial structures in the image. The need of…