Table 1.
Comparing different smoothing methods by four metrics, mean value deviation of function, the max of the function deviation, and the number of overlapped triangles (non-diffeomorphic triangles). Value deviation means error to the ground truth. For cells with two values like “A/B”, “A” is the result for the map with a small added noise (PSNR = 20 dB); while “B” is the result for the map with a big added noise (PSNR = 10 dB).
| Method | Value Deviation | # Flipped Triangles | |
|---|---|---|---|
| Mean | Max | ||
| Before Smoothing | 0.25/0.40 | 0.64/1.05 | 19/56 |
| Average Smoothing | 0.18/0.24 | 0.62/0.77 | 3/8 |
| Median Smoothing | 0.22/0.28 | 0.69/0.83 | 2/24 |
| Laplacian Smoothing | 0.23/0.36 | 0.66/0.92 | 11/43 |
| Proposed | 0.19/0.22 | 0.65/0.75 | 0/0 |