Table 1. Statistical results on our benchmark dataset, whereby the sequences are split in a static and motion part.
Subject | Apulse | Fpulse | Anoise | Fnoise | Static |
Motion |
||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
APBV |
RR |
APBV |
RR |
|||||||||||||
MAE | RMSE | STD | MAE | RMSE | STD | MAE | RMSE | STD | MAE | RMSE | STD | |||||
I | 2.60 · 10−3 | [51,88] | 2.16 · 10−2 | [12,131] | 1.75 | 2.14 | 1.55 | 2.60 | 2.99 | 1.84 | 2.09 | 2.77 | 2.47 | 16.7 | 18.8 | 9.50 |
II | 1.11 · 10−3 | [49,74] | 2.83 · 10−2 | [9,98] | 0.72 | 1.19 | 1.05 | 3.72 | 4.28 | 3.12 | 1.66 | 2.12 | 1.66 | 30.2 | 32.4 | 14.1 |
III | 2.19 · 10−3 | [64,87] | 1.81 · 10−2 | [15,107] | 0.96 | 1.16 | 1.16 | 1.19 | 1.56 | 1.43 | 1.44 | 1.85 | 1.42 | 21.9 | 25.5 | 13.3 |
IV | 2.27 · 10−3 | [54,109] | 3.43 · 10−2 | [17,114] | 1.40 | 1.73 | 1.19 | 2.54 | 2.83 | 1.61 | 2.91 | 3.60 | 2.41 | 27.8 | 30.5 | 12.7 |
For each subject the average pulse and noise (motion) amplitudes are included, together with the range of frequencies of both expressed in beats/movements min−1.