Rank Approximation of a Tensor with Applications in Color Image and Video Processing

Ramin Goudarzi Karim, Carmeliza Navasca, Da Yan

We propose a block coordinate descent type algorithm for estimating the rank of a given tensor. In addition, the algorithm provides the canonical polyadic decomposition of a tensor…