Effect of Motion Artifact on Digital Camera Based Heart Rate Measurement
| Affiliation auteurs | !!!! Error affiliation !!!! |
| Titre | Effect of Motion Artifact on Digital Camera Based Heart Rate Measurement |
| Type de publication | Conference Paper |
| Year of Publication | 2017 |
| Auteurs | Hassan M.A, Malik A.S, Saad N., Fofi D., Meriaudeau F. |
| Conference Name | 2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) |
| Publisher | IEEE Engn Med & Biol Soc; PubMed; MEDLINE; Korean Soc Med & Biol Engn |
| Conference Location | 345 E 47TH ST, NEW YORK, NY 10017 USA |
| ISBN Number | 978-1-5090-2809-2 |
| Résumé | Remote health monitoring is an emerging field in biomedical technology. Digital camera based heart rate measurement method is a recent development which would make remote health monitoring reliable and sustainable in future. This paper presents an investigation on the effect of motion artifact on digital camera-based heart rate measurement. The paper will discuss details on the principles and effects of motion artifacts on photoplethysmography signals. An experiment is conducted using publicly available MAHNOB-HCI database. We have investigated the effects of static scenarios, scenarios involving rigid motion and scenarios involving non-rigid motion. The experiment was tested on state of the art digital camera based heart rate measuring methods. The results showed the effectiveness of the methods and provide a direction to overcome/minimize the effect of motion artifacts for future research. |