1. INTRODUCTION
Hyperspectral images (HSIs) contain rich spatial structure and high-dimensional spectral information, which has gained widely attention on various applications such as smart agriculture, wetland conservation, and oil detection. Hyperspectral image classification (HSIC) is a crucial task, which is to assign an unique label for each pixel.