Video Analytic Based Health Monitoring for Driver in Moving Vehicle by Extracting Effective Heart Rate Inducing Features

Table 2

Comparison of the performance of related methods with the MAHNOB-HCI dataset (best performance in bold).

Feature	(bpm)	RMSE; (bpm)
Poh2010	-8.95(24.3)	25.9	25.0%	0.08
Poh2011	2.04(13.5)	13.6	13.2%	0.36
De Haan2013	4.62(6.50)	6.52	6.39%	0.82
Balakrishman2013	-14.4(15.2)	21.0	20.7%	0.11
Li2014	-3.30(6.88)	7.62	6.87%	0.81
Tulyakov2016	3.19(5.81)	6.23	5.93%	0.83
Ours	0.80(3.35)	3.26	3.68%	0.75