I. Introduction
Benefiting from the high spectral resolution, hyperspectral image (HSI) captures rich spectral information of ground objects and brings strong discriminant power for distinguishing the subtle differences in various land cover types [1]. However, the narrow and continuous spectral bands in HSI are strong related and possess huge redundant information, which results in the Hughes phenomenon and limits the improvement of classification accuracy [2].