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Fitness Heart Rate Measurement Using Face Videos

Abstract: 

Recent studies showed that subtle changes in human’s face color due to the heartbeat can be captured by digital video recorders. Most work focused on still/rest cases or those with relatively small motions. In this work, we propose a heart-rate monitoring method for fitness exercise videos. We focus on building a highly precise motion compensation scheme with the help of the optical flow, and use motion information as a cue to adaptively remove ambiguous frequency components for improving the heart rates estimates. Experimental results show that our proposed method can achieve highly precise estimation with an average error of 1.1 beats per minute (BPM) or 0.58% in relative error.

Demo video URL (YouTube)
1. (Treadmill) https://youtu.be/9njZ1fBq26g
2. (Elliptical Machine) https://youtu.be/HecxAUOnDe0

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Paper Details

Authors:
Qiang Zhu, Chau-Wai Wong, Chang-Hong Fu, Min Wu
Submitted On:
19 October 2017 - 11:04am
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Chang-Hong Fu
Paper Code:
WQ-L5.5
Document Year:
2017
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Presentation slides (pdf version)

(13 downloads)

Presentation slides (ppt version)

(12 downloads)

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[1] Qiang Zhu, Chau-Wai Wong, Chang-Hong Fu, Min Wu, "Fitness Heart Rate Measurement Using Face Videos", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/2244. Accessed: Oct. 23, 2017.
@article{2244-17,
url = {http://sigport.org/2244},
author = {Qiang Zhu; Chau-Wai Wong; Chang-Hong Fu; Min Wu },
publisher = {IEEE SigPort},
title = {Fitness Heart Rate Measurement Using Face Videos},
year = {2017} }
TY - EJOUR
T1 - Fitness Heart Rate Measurement Using Face Videos
AU - Qiang Zhu; Chau-Wai Wong; Chang-Hong Fu; Min Wu
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/2244
ER -
Qiang Zhu, Chau-Wai Wong, Chang-Hong Fu, Min Wu. (2017). Fitness Heart Rate Measurement Using Face Videos. IEEE SigPort. http://sigport.org/2244
Qiang Zhu, Chau-Wai Wong, Chang-Hong Fu, Min Wu, 2017. Fitness Heart Rate Measurement Using Face Videos. Available at: http://sigport.org/2244.
Qiang Zhu, Chau-Wai Wong, Chang-Hong Fu, Min Wu. (2017). "Fitness Heart Rate Measurement Using Face Videos." Web.
1. Qiang Zhu, Chau-Wai Wong, Chang-Hong Fu, Min Wu. Fitness Heart Rate Measurement Using Face Videos [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/2244