We tackle the problem of few-shot image classification in the context of remote sensing hyperspectral images (HSIs). Due to the difficulties in collecting a large number of labeled training samples, ...

To overcome these challenges, we propose a novel attention-based second-order pooling network (A-SPN). First, a first-order feature operator is designed to model the spectral–spatial information of ...