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Erschienen in: Artificial Life and Robotics 1/2019

31.08.2018 | Special Feature: Original Article

Noncontact heart rate measurement using a high-sensitivity camera in a low-light environment

verfasst von: Genki Okada, Ryota Mitsuhashi, Keiichiro Kagawa, Shoji Kawahito, Norimichi Tsumura

Erschienen in: Artificial Life and Robotics | Ausgabe 1/2019

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Abstract

We propose a method for the remote estimation of the heart rate and heart rate variability spectrogram by analyzing the hemoglobin concentration obtained from RGB facial videos taken in a low-light environment. The monitoring of emotion has potential in areas such as market research, safety, and health. In particular, methods of analyzing the heart rate obtained from RGB video are expected to be used practically. However, these studies cannot be applied in dark locations where monitoring is necessary, such as an infant’s bedroom, a crime-prone road, and within a car. The proposed method, therefore, uses a highly sensitivity RGB camera capable of capturing videos at low illuminance. As the result, we could measure the heart rate with accuracy exceeding 99% and estimate the heart rate variability spectrogram with high accuracy for low-light environments of 10 lx, which corresponds to brightness levels of the monitoring environments given above.

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Metadaten
Titel
Noncontact heart rate measurement using a high-sensitivity camera in a low-light environment
verfasst von
Genki Okada
Ryota Mitsuhashi
Keiichiro Kagawa
Shoji Kawahito
Norimichi Tsumura
Publikationsdatum
31.08.2018
Verlag
Springer Japan
Erschienen in
Artificial Life and Robotics / Ausgabe 1/2019
Print ISSN: 1433-5298
Elektronische ISSN: 1614-7456
DOI
https://doi.org/10.1007/s10015-018-0461-y

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