From: Video pulse rate variability analysis in stationary and motion conditions
Study | Statistical parameter | Condition/method | Parameter | |||||||
---|---|---|---|---|---|---|---|---|---|---|
HR (bpm) | PPmean (ms) | SDNN (ms) | RMSSD (ms) | pNN50 (%) | LF (n.u.) | HF (n.u.) | LF/HF | |||
Poh et al. [17] | r | 1.00* | – | – | – | – | 0.92* | 0.92* | 0.88* | |
RMSE | 1.24 | – | – | – | – | 12.3 | 12.3 | 1.1 | ||
Sun et al. [18] | r | – | 0.998* | 0.874* | – | – | 0.971* | 0.978* | 0.875* | |
McDuff et al. [19] | r | (1) | 1.00x | – | – | – | – | 0.87x | 0.87x | 0.86x |
(2) | 1.00x | – | – | – | – | 0.97x | 0.97x | 0.95x | ||
Moreno et al. [21] | ρc | (2) | – | 0.9999 | 0.9108 | 0.5180 | 0.5385 | 0.7934 | 0.7838 | 0.3186 |
Alghoul et al. [22] | r | (1) | – | 0.999* | – | – | – | 0.8* | 0.84* | 0.74* |
(2) | – | 0.999x | – | – | – | 0.831x | 0.789x | 0.256x | ||
MAE | (1) | 0.006 | 0.005 | 0.08 | – | – | 0.34 | 0.57 | 0.419 | |
(2) | 0.006 | 0.006 | 0.1 | – | – | 0.28 | 0.76 | 1.69 | ||
Bousefsaf et al. [23] | r | (1) | 1.00* | – | – | – | – | – | – | – |
Huang and Dung [26] | MAE | (1) | – | – | 2.01 | 4.33 | – | – | – | – |
Our method | r | 1.0000* | 1.0000* | 0.9750* | 0.9791* | 0.9350* | 0.9824* | 0.9824* | 0.9521* | |
ICC | 1.0000* | 1.0000* | 0.9491* | 0.9208* | 0.8996* | 0.9546* | 0.9546* | 0.7593* | ||
MAE | 0.06 | 0.51 | 3.49 | 7.13 | 8.65 | 4.78 | 4.77 | 0.31 | ||
RMSE | 0.07 | 0.69 | 4.26 | 8.29 | 10.35 | 6.20 | 6.20 | 0.61 |