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

<table class="fixed-width table-group" id="tab4"><tr><td><table class="table"><colgroup><col style="width:10.45em"/><col style="width:7.28em"/><col style="width:8.86em"/><col style="width:3.83em"/></colgroup><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Approach</td><td class="align_center">Absolute mean</td><td class="align_center">Standard deviation</td><td class="align_center">RMSE</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">DRMF+EEMD</td><td class="align_center">4.35</td><td class="align_center">2.29</td><td class="align_center">4.89</td></tr><tr><td class="align_left">DRMF+EEMD_n1</td><td class="align_center">4.75</td><td class="align_center"><b>1.82</b></td><td class="align_center">5.08</td></tr><tr><td class="align_left">KCF+EEMD</td><td class="align_center"><b>3.66</b></td><td class="align_center">2.42</td><td class="align_center"><b>4.37</b></td></tr><tr><td class="align_left"><b>KCF+EEMD_n1(ours)</b></td><td class="align_center">3.71</td><td class="align_center">3.07</td><td class="align_center">4.74</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Comparison of heart rate estimations using different features (best performance in bold).</div>

Journal of Advanced Transportation

tab4

Table 4

Table 4: Video Analytic Based Health Monitoring for Driver in Moving Vehicle by Extracting Effective Heart Rate Inducing Features 