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
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;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2015 23th
Conference_Location :
Malatya
DOI :
10.1109/SIU.2015.7129989