Hyperspectral imagery, a type of remote sensing imagery, refers to images of objects photographed from a distance by high-resolution satellite sensors, which record the magnitude of electromagnetic ...

Few-shot learning (FSL) uses prior knowledge and supervised experience to effectively classify hyperspectral images (HSIs), thereby reducing the cost of large numbers of labeled samples. However, ...