FIGURE 7 Spatial and frequency domain analysis of low, high number of frames averaging and U-Net outcomes.
The issue of blurring or degeneration of sharpness can be mitigated by an additional downstream sharpening filter [60], or modifying the architecture with a generative model [61] approximating the probability distribution of the training data.