Table 3. Average processing time and frame-rate for OCT processing and self-fusion neural network denoising on CPU and GPU.
3-Frame OCT Processing | 3-Frame DFT Registration | 3-Frame Self-fusion NN | 3-Frame SFNN Total | |
---|---|---|---|---|
Python/CPU | 0.048 s | 0.060 s | 1.630 s | 1.741 s (0.58 fps) |
Python/GPU | 0.009 s | 0.004 s | 0.055 s | 0.068 s (15.85 fps) |
C++/GPU | 0.008 s | 0.003 s | 0.033 s | 0.044 s (22.49 fps) |