The following Matlab project contains the source code and Matlab examples used for uncorrelated multilinear principal component analysis (umpca). Matlab source codes for Uncorrelated Multilinear Principal Component Analysis (UMPCA) %[Algorithm]% The matlab codes provided here implement the UMPCA algorithm presented in the paper "UMPCA_TNN09.