Owing to the outstanding feature extraction capability. convolutional neural networks (CNNs) have been widely applied in hyperspectral image (HSI) classification problems and have achieved an impressive performance. However. it is well known that 2D convolution suffers from the absent consideration of spectral information. https://www.roneverhart.com/2818/