1. Introduction
As the development of hyperspectral remote sensing technology, hundreds of continuous spectral bands from visible to near-infrared wavelength can be simultaneously acquired through dense spectral sampling [1]–[3]. However, the high dimensional characterize of hyperspectral image (HSI) will result in the curse of dimensionality.