Deep learning techniques with remarkable performance have been successfully applied to hyperspectral image (HSI) classification. Due the limited availability of training data, earlier studies primarily adopted patch-based classification framework, which divides images into overlapping patches for and testing. However, this framework results in redundant computations possible information leakage...