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Journal of Sensors
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2021
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Article
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Tab 7
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Research Article
Noncontact Heart Rate Measurement Using a Webcam, Based on Joint Blind Source Separation and a Skin Reflection Model: For a Wide Range of Imaging Conditions
Table 7
Performance of four methods on the dataset specifically compiled for this study.
Participant
Metrics
JBSS_EEMD
POS
Project_ICA
Proposed method
Pale-skinned tone
MAD (bpm)
5.88
4.55
7.08
3.31
RMSE (bpm)
7.90
7.44
11.04
4.68
0.62
0.52
0.20
0.79
Dark-skinned tone
MAD (bpm)
7.38
4.84
6.62
4.95
RMSE (bpm)
9.07
6.46
10.50
5.90
0.21
-0.02
-0.05
0.24