1. Introduction Hyperspectral imaging (HSI) creates hundreds of tiny spectral bands using specialized sensors and a large portion of the electromagnetic spectrum [1], which may be used to analyze data about objects and landscapes. HSI methods have grown rapidly with the development of remote sensing techniques. They typically cover the visible to infrared response range and offer more common spectral data than the other types of images for improved material component characterization.