Effect of motion artifact on digital camera based heart rate measurement

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 di...

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Main Authors: Hassan, M.A., Malik, A.S., Saad, N., Fofi, D., Meriaudeau, F.
Format: Article
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.20021 /
Published: Institute of Electrical and Electronics Engineers Inc. 2017
Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85032189899&doi=10.1109%2fEMBC.2017.8037451&partnerID=40&md5=bbbef8f1de759c263bd08be4f5036af7
http://eprints.utp.edu.my/20021/
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id utp-eprints.20021
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spelling utp-eprints.200212018-04-22T14:37:57Z Effect of motion artifact on digital camera based heart rate measurement Hassan, M.A. Malik, A.S. Saad, N. Fofi, D. Meriaudeau, F. 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. Institute of Electrical and Electronics Engineers Inc. 2017 Article PeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85032189899&doi=10.1109%2fEMBC.2017.8037451&partnerID=40&md5=bbbef8f1de759c263bd08be4f5036af7 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. http://eprints.utp.edu.my/20021/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
description 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.
format Article
author Hassan, M.A.
Malik, A.S.
Saad, N.
Fofi, D.
Meriaudeau, F.
spellingShingle Hassan, M.A.
Malik, A.S.
Saad, N.
Fofi, D.
Meriaudeau, F.
Effect of motion artifact on digital camera based heart rate measurement
author_sort Hassan, M.A.
title Effect of motion artifact on digital camera based heart rate measurement
title_short Effect of motion artifact on digital camera based heart rate measurement
title_full Effect of motion artifact on digital camera based heart rate measurement
title_fullStr Effect of motion artifact on digital camera based heart rate measurement
title_full_unstemmed Effect of motion artifact on digital camera based heart rate measurement
title_sort effect of motion artifact on digital camera based heart rate measurement
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2017
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85032189899&doi=10.1109%2fEMBC.2017.8037451&partnerID=40&md5=bbbef8f1de759c263bd08be4f5036af7
http://eprints.utp.edu.my/20021/
_version_ 1741196303205924864
score 11.62408

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