The correlation-based tucker decomposition for hyperspectral image compression

•We first proposed the importance of factor matrices in compression performance.•We thoroughly discuss about correlation and factor matrix in this paper.•We propose our correlation-based Tucker decomposition method.•The proposed method can be directly used in most Tucker-based methods.