Skip to main content
. 2021 Jul 9;16(7):e0254051. doi: 10.1371/journal.pone.0254051

Table 2. Denoising models comparison.

Data Noise measurement Original CNN Improvement CNN GRU Improvement GRU WT Impro-vement WT WT +GRU Improvement WT+GRU
Position Noise level 0.038 0.014 64.3% 0.013 65.3% 0.015 60.5% 0.010 74.5%
Fluctuation level 36.32 4.924 86.4% 3.25 91.1% 6.758 81.4% 1.094 97.0%
Velocity Noise level 36.322 0.79 97.8% 0.79 97.8% 5.904 83.7% 0.570 98.4%
Fluctuation level 152.50 1.096 99.3% 1.001 99.3% 16.273 89.4% 1.043 99.3%
Orientation Noise level 0.056 0.024 57.3% 0.043 22.4% 0.028 50.4% 0.025 54.7%
Fluctuation level 4.37 0.70 83.9% 1.54 64.7% 1.514 65.3% 0.443 89.8%