Exact multiplicative updates for convolutional $\beta$-NMF in 2D

Pedro J. Villasana T., Stanislaw Gorlow

In this paper, we extend the $\beta$-CNMF to two dimensions and derive exact multiplicative updates for its factors. The new updates generalize and correct the nonnegative matrix facto…