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Video based heart rate estimation under different light illumination intensities

  • Yong Poh Yu
  • , Raveendran Paramesran
  • , Chern Loon Lim

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

Abstract

An issue of obtaining accurate heart rates from video frames is the illumination and the minimum duration needed to provide that. This paper examines the accuracy of the obtained heart rates of the same subjects from video frames under different illumination settings. In this study, the facial images of three subjects at rest are captured using a video camera under five different settings. For each setting, 25 readings of video duration of 30 seconds for each subject are captured forming a total of 375 readings to be analyzed. We propose a method that takes into consideration the power of transmitted and incident light on the skin absorbance. The Pearson correction coefficient of the average pixel intensity of red component and green component is used to determine the duration. Experimental results show the proposed method can provide an acceptable result. The root mean square error is about 1.5508 beats per minute (BPM). The average percentage error is 1.1665 % while the correlation coefficient between the experimental readings and actual readings 0.9789.

Original languageEnglish
Title of host publication2014 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2014
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages216-221
Number of pages6
ISBN (Electronic)9781479961207
DOIs
Publication statusPublished - 27 Jan 2014
Externally publishedYes
EventIEEE International Symposium on Intelligent Signal Processing and Communications Systems (ISPACS) 2014 - Kuching, Sarawak, Malaysia
Duration: 1 Dec 2014 → 4 Dec 2014
https://ieeexplore.ieee.org/xpl/conhome/7006982/proceeding (Proceedings)

Conference

ConferenceIEEE International Symposium on Intelligent Signal Processing and Communications Systems (ISPACS) 2014
Abbreviated titleISPACS 2014
Country/TerritoryMalaysia
CityKuching, Sarawak
Period1/12/14 → 4/12/14
Internet address

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