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. Author manuscript; available in PMC: 2020 Aug 5.
Published in final edited form as: Proc IEEE Int Symp Biomed Imaging. 2020 May 22;2020:534–538. doi: 10.1109/isbi45749.2020.9098316

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