Title :
Image-based heart rate measurement based on multiple regression
Author :
Kuan-Yi Lin ; Duan-Yu Chen ; Wen-Jiin Tsai
Abstract :
Contact measurements of the cardiac pulse by using whether conventional electrocardiogram equipment or commercially-available pulse oximetry sensors would cause inconvenience for patients. Therefore, a novel robust non-contact technique is developed for the evaluation of heart rate variation. Image-based heart rate measurement based on multiple regression method is proposed.
Keywords :
electrocardiography; medical signal processing; oximetry; regression analysis; cardiac pulse; commercially-available pulse oximetry sensors; contact measurements; conventional electrocardiogram equipment; heart rate variation evaluation; image-based heart rate measurement; multiple regression method; robust noncontact technique; Face; Green products; Heart rate; Pulse measurements; Reflectivity; Reliability; Standards;
Conference_Titel :
Consumer Electronics - Taiwan (ICCE-TW), 2015 IEEE International Conference on
Conference_Location :
Taipei
DOI :
10.1109/ICCE-TW.2015.7217001
