Figure 2.

Comparison of signal reconstructions of ultrasound data using three dictionaries: (a) model-based tone-burst, (b) k-means clustering and (c) online matrix factorization. The uncertainty bounds, σ₁ and σ₂ refer to the prediction uncertainty without and with measurement noise, respectively [24].