Bayesian Inference for Nonnegative Matrix Factorisation Models

Figure 7

Average SNR results for model orders $I=1,25,50,$   $75,100$ covering undercomplete, complete, and overcomplete cases. Comparison of VB, VB + ICM, and ML-NMF with two initialisation strategies (1 = random, 2 = to image).