A Real-time Non-contact Pulse Rate Detector based on Smartphone

被引:0
|
作者
Li, Min-Che [1 ]
Lin, Yuan-Hsiang [1 ]
机构
[1] Natl Taiwan Univ Sci & Technol, Dept Elect & Comp Engn, Taipei, Taiwan
关键词
PPG; pulse rate; motion artifact reduction; smartphone;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A non-contact method to extract human cardiac pulse rate non-invasively is more affordable and convenient compared with conventional method using contact electrode. This paper developed a video method to extract pulse rate based on smartphone. Using the front camera of smartphone to capture image frame data of human face region, defined as ROI (region of interest) for extracting PPG signal. And to suppress motion artifacts that lead to calculation error while monitoring, we need to make ROI coordinates on human face stable and accurate. So we use face detection to get the location of human face initially, then using optical flow feature tracking keep tracking the feature points in ROI. Furthermore, Kalman filter is used to stable coordinates of ROI and enhance the waveform of PPG signal. The accuracy of pulse rate detection was evaluated by compared with FDA approved vital signs monitor.
引用
收藏
页数:3
相关论文
共 50 条
  • [1] A Real-Time and Non-contact Pulse Rate Measurement System on Fitness Equipment
    Chou, Yung-Chien
    Ye, Bo-Yi
    Chen, Hong-Ren
    Lin, Yuan-Hsiang
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [2] Real-time Image Processing for Non-contact Monitoring of Dynamic Displacements using Smartphone Technologies
    Min, Jae-Hong
    Gelo, Nikolas J.
    Jo, Hongki
    SENSORS AND SMART STRUCTURES TECHNOLOGIES FOR CIVIL, MECHANICAL, AND AEROSPACE SYSTEMS 2016, 2016, 9803
  • [3] Non-contact Real-time heart rate measurements based on high speed circuit technology research
    Wu, Jizhe
    Liu, Xiaohua
    Kong, Lingqin
    Shi, Cong
    Liu, Ming
    Hui, Mei
    Dong, Liquan
    Zhao, Yuejin
    2015 INTERNATIONAL CONFERENCE ON OPTICAL INSTRUMENTS AND TECHNOLOGY: OPTOELECTRONIC IMAGING AND PROCESSING TECHNOLOGY, 2015, 9622
  • [4] Non-Contact Real-Time Heart Rate Measurement Algorithm Based on PPG-Standard Deviation
    Zou, Jiancheng
    Chen, Tianshu
    Yang, Xin
    CMC-COMPUTERS MATERIALS & CONTINUA, 2019, 60 (03): : 1029 - 1040
  • [5] Real-time Non-contact Optical Tongue Tracking
    Ghadiri, Ahmad
    Green, James R.
    Marble, Andrew E.
    JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING, 2014, 34 (05) : 455 - 460
  • [6] Non-contact and Real-time Pulse-based radar with Sensitivity Improvement for Vital-sign Monitoring
    Huang, Jian-Yu
    Hsu, Chia-Chin
    Chang, Chia-Hung
    Hu, Wei-Wen
    2018 ASIA-PACIFIC MICROWAVE CONFERENCE PROCEEDINGS (APMC), 2018, : 812 - 814
  • [7] Non-contact and real-time measurement of heart rate and heart rate variability using microwave reflectometry
    Mase, A.
    Kogi, Y.
    Maruyama, T.
    Tokuzawa, T.
    Sakai, F.
    Kunugita, M.
    Koike, T.
    Hasegawa, H.
    REVIEW OF SCIENTIFIC INSTRUMENTS, 2020, 91 (01):
  • [8] Neonatal non-contact respiratory monitoring based on real-time infrared thermography
    Abbas, Abbas K.
    Heimann, Konrad
    Jergus, Katrin
    Orlikowsky, Thorsten
    Leonhardt, Steffen
    BIOMEDICAL ENGINEERING ONLINE, 2011, 10
  • [9] A non-contact real-time measurement of lamp dimension based on machine vision
    宋丽梅
    王朋强
    常玉兰
    李晓捷
    习江涛
    郭庆华
    李秉男
    OptoelectronicsLetters, 2015, 11 (02) : 145 - 148
  • [10] Neonatal non-contact respiratory monitoring based on real-time infrared thermography
    Abbas K Abbas
    Konrad Heimann
    Katrin Jergus
    Thorsten Orlikowsky
    Steffen Leonhardt
    BioMedical Engineering OnLine, 10