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Quality index analysis on camera- A sed R-eak identification considering movements and light illumination
Mälardalens högskola, Akademin för innovation, design och teknik, Inbyggda system.ORCID-id: 0000-0003-3802-4721
Mälardalens högskola, Akademin för innovation, design och teknik, Inbyggda system.ORCID-id: 0000-0002-1547-4386
Mälardalens högskola, Akademin för innovation, design och teknik, Inbyggda system.ORCID-id: 0000-0002-1212-7637
2018 (engelsk)Inngår i: Studies in Health Technology and Informatics, vol 249, IOS Press , 2018, s. 84-92Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

This paper presents a quality index (QI) analysis on R-peak extracted by a camera system considering movements and light illumination. Here, the proposed camera system is compared with a reference system named Shimmer PPG sensor. The study considers five test subjects with a 15 minutes measurement protocol, where the protocol consists of several conditions. The conditions are: Normal sittings, head movements i.e., up/down/left/right/forward/backword, with light on/off and with moving flash on/off. A percentage of corrected R-peaks are calculated based on time difference in milliseconds (MS) between the R-peaks extracted both from camera-based and sensor-based systems. A comparison results between normal, movements, and lighting condition is presented as individual and group wise. Furthermore, the comparison is extended considering gender and origin of the subjects. According to the results, more than 90% R-peaks are correctly identified by the camera system with ±200 MS time differences, however, it decreases with while there is no light than when it is on. At the same time, the camera system shows more 95% accuracy for European than Asian men. 

sted, utgiver, år, opplag, sider
IOS Press , 2018. s. 84-92
HSV kategori
Identifikatorer
URN: urn:nbn:se:mdh:diva-40196DOI: 10.3233/978-1-61499-868-6-84Scopus ID: 2-s2.0-85049018248ISBN: 9781614998679 (tryckt)OAI: oai:DiVA.org:mdh-40196DiVA, id: diva2:1231138
Konferanse
15th International Conference on Wearable Micro and Nano Technologies for Personalized Health, pHealth 2018; Gjovik; Norway; 12 June 2018 through 14 June 2018
Tilgjengelig fra: 2018-07-05 Laget: 2018-07-05 Sist oppdatert: 2018-07-05bibliografisk kontrollert

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