• DocumentCode
    714447
  • Title

    Spectral features of heart rate variability obtained from a video camera

  • Author

    Caglayan, Ece ; Ozkurt, Tolga Esat

  • Author_Institution
    Enformatik Enstitusu, Saglik Bilisimi Bolumu, Orta Dogu Teknik Univ., Ankara, Turkey
  • fYear
    2015
  • fDate
    16-19 May 2015
  • Firstpage
    955
  • Lastpage
    957
  • Abstract
    In this study, we propose a scheme to investigate the relationship between cognitive tasks and heart beat rate. Accordingly, a video focused on the face was recorded during a working memory experiment. Heart rate was noninvasively estimated from the camera recording. Subsequently, its spectral features were examined. These values were compared with heart rate dynamics obtained from a standard ECG. As a result of the comparison, we observed that the data from the video were compatible with the common heart rhythm, except its spectrum did not have 1/f character.
  • Keywords
    1/f noise; bioelectric potentials; cardiology; feature extraction; feature selection; video cameras; 1/f character; ECG; cognitive tasks; heart beat rate; heart rate variability spectral features; heart rhythm; memory experiment; video camera; Biomedical measurement; Cameras; Electrocardiography; Heart beat; Heart rate variability; Physiology; Eulerian video magnification; cardiac dynamics; video processing; working memory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference (SIU), 2015 23th
  • Conference_Location
    Malatya
  • Type

    conf

  • DOI
    10.1109/SIU.2015.7129989
  • Filename
    7129989