Repository logo
Log In(current)
  1. Home
  2. Colleges & Schools
  3. Graduate School
  4. Masters Theses
  5. Camera-Based Remote Photoplethysmography for Estimation of Heart Rate using Single Board Computers
Details

Camera-Based Remote Photoplethysmography for Estimation of Heart Rate using Single Board Computers

Date Issued
December 1, 2020
Author(s)
Sweely, Benjamin  
Advisor(s)
Xiaopeng Zhao
Additional Advisor(s)
Xiaopeng Zhao
Tami H. Wyatt
Jeffrey A. Reinbolt
Permanent URI
https://trace.tennessee.edu/handle/20.500.14382/42140
Abstract

The objective of this project was to develop a wireless, noncontact monitoring system that measures multiple physiological parameters in human faces from a distance using a camera. Compared to traditional sensors, this monitoring system does not use wires or adhesives, providing a safer, more user-friendly application. The goal of the monitoring systems was to estimate heart rate (HR). The current practices of measuring HR involve collecting electrocardiogram (ECG) signals from adhesive electrodes placed on various parts of the body and using a pulse oximeter (PO) typically placed on the ear lobe or finger. We were able to successfully create 2 monitoring systems and compare their results to the PO. Both monitoring systems are low-cost at less than $200. Neither system has been shown to exist in literature thus making them novel implementations. After analysis, we found the estimated HR from one of the systems to be not significantly different from the PO readings. In conclusion, we were able to estimate HR from a distance using a camera-based system which can have many useful applications, potentially in the Neonatal ICU and in other home health settings.

Subjects

heart rate

camera

remote

photoplethysmology

computer vision

Disciplines
Biomedical
Biomedical Devices and Instrumentation
Signal Processing
Degree
Master of Science
Major
Mechanical Engineering
File(s)
Thumbnail Image
Name

Thesis_Draft_XZ.docx

Size

3.16 MB

Format

Microsoft Word XML

Checksum (MD5)

01c264f45c1f57b83cc432156c52598e

Thumbnail Image
Name

auto_convert.pdf

Size

963.95 KB

Format

Adobe PDF

Checksum (MD5)

0483b15ddb3e88368e64d983f0bbf579


University Libraries

1015 Volunteer Boulevard
Knoxville, TN 37996
865-974-4351

Map & Directions
Donate to the Libraries
  • About
  • John C. Hodges Society
  • Speaking Volumes magazine
  • Outreach
  • Directory
  • Employment
  • Policies
  • Library Intranet
University of Tennessee power T logo

The University of Tennessee, Knoxville
Knoxville, Tennessee 37996
865-974-1000

Events
A-Z
Apply
Privacy
Map
Directory
Give to UT
Accessibility

Built with DSpace-CRIS software - Extension maintained and optimized by 4Science