Hyperspectral images (HSI) contain powerful spectral characterization capabilities and are widely used especially for classification applications. However, the rich spectrum contained in HSI also increases difficulty of extracting useful information, which makes feature extraction method significant as it enables effective expression utilization spectrum. Traditional methods design features man...