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Video-based Heart Rate Measurement Using Head Motion Tracking

Posted on:2015-03-20Degree:MasterType:Thesis
Country:ChinaCandidate:L ShanFull Text:PDF
GTID:2284330452454910Subject:Systems Engineering
Abstract/Summary:PDF Full Text Request
A noninvasive and easy-operation measurement of the heart rate has great potentialin home healthcare. We present a simple and high running efficiency method formeasuring heart rate from a video. By only tracking one feature point which is selectedfrom a small ROI (Region of Interest) in the head area, we extract trajectories of thispoint in both X-axis and Y-axis. After a series of processes including signal filtering,interpolation, the data dimension reduction is used to obtain a periodic signal, and thenthe heart rate can be calculated. We evaluated on10subjects and compared to acommercial heart rate measuring instrument (YUYUE YE680B) and achieved highdegree of agreement. A running time comparison experiment to the previous proposedmotion-based method is carried out and the result shows that the time cost is greatlyreduced in our method.
Keywords/Search Tags:Heart rate measurement, Noninvasive, Motion tracking, Signal filter, Datadimension reduction
PDF Full Text Request
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