Technology, Artificial Intelligence, Machine Learning, Data Science, Deep Learning.
left and right quaternion tensor unfoldings and left and right mode-k products. Then, by using these basic tools, we propose a two-sided quaternion higher-order singular value decomposition (TS-QHOSVD). TS-QHOSVD has the following two main features: 1) it computes two factor matrices at a time from