2017
Iterative block tensor singular value thresholding for extraction of lowrank component of image data
ICASSP 2017accepted
Tensor principal component analysis (TPCA) is a multi-linear extension of principal component analysis which converts a set of correlated measurements into several principal components. In this paper, we propose a new robust TPCA method to extract the principal components of the multi-way data based…