Hassan, M.A. and Malik, A.S. and Saad, N. and Fofi, D. and Meriaudeau, F. (2017) Effect of motion artifact on digital camera based heart rate measurement. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. pp. 2851-2854.
Full text not available from this repository.Abstract
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. © 2017 IEEE.
Item Type: | Article |
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Impact Factor: | cited By 0 |
Departments / MOR / COE: | Centre of Excellence > Center for Intelligent Signal and Imaging Research |
Depositing User: | Mr Ahmad Suhairi Mohamed Lazim |
Date Deposited: | 22 Apr 2018 14:37 |
Last Modified: | 22 Apr 2018 14:37 |
URI: | http://scholars.utp.edu.my/id/eprint/20021 |