Literature DB >> 23366353

Validation of heart rate extraction using video imaging on a built-in camera system of a smartphone.

Sungjun Kwon1, Hyunseok Kim, Kwang Suk Park.   

Abstract

As a smartphone is becoming very popular and its performance is being improved fast, a smartphone shows its potential as a low-cost physiological measurement solution which is accurate and can be used beyond the clinical environment. Because cardiac pulse leads the subtle color change of a skin, a pulsatile signal which can be described as photoplethysmographic (PPG) signal can be measured through recording facial video using a digital camera. In this paper, we explore the potential that the reliable heart rate can be measured remotely by the facial video recorded using smartphone camera. First, using the front facing-camera of a smartphone, facial video was recorded. We detected facial region on the image of each frame using face detection, and yielded the raw trace signal from the green channel of the image. To extract more accurate cardiac pulse signal, we applied independent component analysis (ICA) to the raw trace signal. The heart rate was extracted using frequency analysis of the raw trace signal and the analyzed signal from ICA. The accuracy of the estimated heart rate was evaluated by comparing with the heart rate from reference electrocardiogram (ECG) signal. Finally, we developed FaceBEAT, an iPhone application for remote heart rate measurement, based on this study.

Mesh:

Year:  2012        PMID: 23366353     DOI: 10.1109/EMBC.2012.6346392

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  29 in total

1.  Beat-to-beat heart rate estimation fusing multimodal video and sensor data.

Authors:  Christoph Hoog Antink; Hanno Gao; Christoph Brüser; Steffen Leonhardt
Journal:  Biomed Opt Express       Date:  2015-07-15       Impact factor: 3.732

2.  A Pulse Rate Estimation Algorithm Using PPG and Smartphone Camera.

Authors:  Sarah Ali Siddiqui; Yuan Zhang; Zhiquan Feng; Anton Kos
Journal:  J Med Syst       Date:  2016-04-11       Impact factor: 4.460

3.  Novel health monitoring method using an RGB camera.

Authors:  M A Hassan; A S Malik; D Fofi; N Saad; F Meriaudeau
Journal:  Biomed Opt Express       Date:  2017-10-04       Impact factor: 3.732

4.  Simultaneous Tracking of Cardiorespiratory Signals for Multiple Persons Using a Machine Vision System With Noise Artifact Removal.

Authors:  Ali Al-Naji; Javaan Chahl
Journal:  IEEE J Transl Eng Health Med       Date:  2017-09-29       Impact factor: 3.316

5.  Is There a Clinical Role For Smartphone Sleep Apps? Comparison of Sleep Cycle Detection by a Smartphone Application to Polysomnography.

Authors:  Sushanth Bhat; Ambra Ferraris; Divya Gupta; Mona Mozafarian; Vincent A DeBari; Neola Gushway-Henry; Satish P Gowda; Peter G Polos; Mitchell Rubinstein; Huzaifa Seidu; Sudhansu Chokroverty
Journal:  J Clin Sleep Med       Date:  2015-07-15       Impact factor: 4.062

6.  Introducing Contactless Blood Pressure Assessment Using a High Speed Video Camera.

Authors:  In Cheol Jeong; Joseph Finkelstein
Journal:  J Med Syst       Date:  2016-01-20       Impact factor: 4.460

7.  Modular continuous wavelet processing of biosignals: extracting heart rate and oxygen saturation from a video signal.

Authors:  Paul S Addison
Journal:  Healthc Technol Lett       Date:  2016-04-28

Review 8.  Toward Psychoinformatics: Computer Science Meets Psychology.

Authors:  Christian Montag; Éilish Duke; Alexander Markowetz
Journal:  Comput Math Methods Med       Date:  2016-06-14       Impact factor: 2.238

Review 9.  A Survey on Wireless Body Area Networks for eHealthcare Systems in Residential Environments.

Authors:  Mohammad Ghamari; Balazs Janko; R Simon Sherratt; William Harwin; Robert Piechockic; Cinna Soltanpur
Journal:  Sensors (Basel)       Date:  2016-06-07       Impact factor: 3.576

10.  Heart Rate Detection Using Microsoft Kinect: Validation and Comparison to Wearable Devices.

Authors:  Ennio Gambi; Angela Agostinelli; Alberto Belli; Laura Burattini; Enea Cippitelli; Sandro Fioretti; Paola Pierleoni; Manola Ricciuti; Agnese Sbrollini; Susanna Spinsante
Journal:  Sensors (Basel)       Date:  2017-08-02       Impact factor: 3.576

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