From: Camera-based heart rate estimation for hospitalized newborns in the presence of motion artifacts
Authors | Methods | MAE | MRE (%) | RMSE | SD | Time (s) | |||||
---|---|---|---|---|---|---|---|---|---|---|---|
R | M | R | M | R | M | R | M | R | M | ||
Poh 2010 [23] | Color-based analysis | 6.43 | 7.32 | 4.66 | 5.23 | 6.86 | 8.06 | 1.98 | 3.51 | 30.2 | 30.6 |
Balakrishnan 2013 [24] | Motion-based analysis | 10.09 | 12.17 | 7.05 | 10.21 | 9.97 | 12.08 | 0.86 | 3.05 | 30.7 | 30.1 |
Lam 2015 [21] | Majority voting | 6.57 | 7.12 | 4.71 | 5.49 | 6.92 | 8.82 | 2.08 | 2.57 | 840.2 | 839.8 |
Chen 2020 [13] | EVM | 5.39 | 6.22 | 3.78 | 4.36 | 5.37 | 6.92 | 1.93 | 2.53 | 15.1 | 15.6 |
Matthew 2021 [25] | Manual ROI + FFT | 8.06 | 9.15 | 5.59 | 6.43 | 8.22 | 9.82 | 2.50 | 1.78 | 12.1 | 12.3 |
Proposed method | EVM + majority voting | 3.39 | 4.34 | 2.45 | 3.16 | 3.99 | 5.27 | 1.65 | 1.84 | 20.2 | 20.5 |