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HRV based Health&Sport markers using video from the face

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10.1109/EMBC.2012.6347275
 
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hdl:2117/18202

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Capdevila, Ll.
Moreno, Jordi
Movellan, Javier
Parrado Romero, Eva
Ramos Castro, Juan JoséMés informacióMés informacióMés informació
Document typeConference report
Defense date2012
PublisherIEEE
Rights accessRestricted access - publisher's policy
All rights reserved. This work is protected by the corresponding intellectual and industrial property rights. Without prejudice to any existing legal exemptions, reproduction, distribution, public communication or transformation of this work are prohibited without permission of the copyright holder
Abstract
Heart Rate Variability (HRV) is an indicator of health status in the general population and of adaptatio n to stress in athletes. In this paper we compare the performance of two systems to measure HRV: (1) A commercial system based on recording the physiological cardiac signal with (2) A computer vision system that uses a standard video images of the face to estimate RR from changes in skin color of the face. We show that the computer vision system performs surprisingly well. It estimates individual RR intervals in a non - invasive manner and with error levels comparable to those achieved by the physiological based system.
CitationCapdevila, L. [et al.]. HRV based Health&Sport markers using video from the face. A: IEEE Engineering in Medicine and Biology Society. "34th Annual International Conference of the IEEE EMBS. San Diego, California USA, 28 August - 1 September, 2012". San Diego, California: IEEE, 2012, p. 5646-5649. 
URIhttp://hdl.handle.net/2117/18202
DOI10.1109/EMBC.2012.6347275
ISBN978-1-4577-1787-1
Publisher versionhttps://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6347275
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