Literature DB >> 27812695

Motion robust remote photoplethysmography in CIELab color space.

Yuting Yang1, Chenbin Liu1, Hui Yu1, Dangdang Shao2, Francis Tsow2, Nongjian Tao1.   

Abstract

Remote photoplethysmography (rPPG) is attractive for tracking a subject’s physiological parameters without wearing a device. However, rPPG is known to be prone to body movement-induced artifacts, making it unreliable in realistic situations. Here we report a method to minimize the movement-induced artifacts. The method selects an optimal region of interest (ROI) automatically, prunes frames in which the ROI is not clearly captured (e.g., subject moves out of the view), and analyzes rPPG using an algorithm in CIELab color space, rather than the widely used RGB color space. We show that body movement primarily affects image intensity, rather than chromaticity, and separating chromaticity from intensity in CIELab color space thus helps achieve effective reduction of the movement-induced artifacts. We validate the method by performing a pilot study including 17 people with diverse skin tones.

Entities:  

Mesh:

Year:  2016        PMID: 27812695      PMCID: PMC5995145          DOI: 10.1117/1.JBO.21.11.117001

Source DB:  PubMed          Journal:  J Biomed Opt        ISSN: 1083-3668            Impact factor:   3.170


  15 in total

1.  Analysis of the photoplethysmographic signal by means of the decomposition in principal components.

Authors:  Rolando Hong Enríquez; Miguel Sautié Castellanos; Jersys Falcón Rodríguez; José Luis Hernández Cáceres
Journal:  Physiol Meas       Date:  2002-08       Impact factor: 2.833

2.  Advancements in noncontact, multiparameter physiological measurements using a webcam.

Authors:  Ming-Zher Poh; Daniel J McDuff; Rosalind W Picard
Journal:  IEEE Trans Biomed Eng       Date:  2010-10-14       Impact factor: 4.538

3.  Micro-Expression Recognition Using Color Spaces.

Authors:  Su-Jing Wang; Wen-Jing Yan; Xiaobai Li; Guoying Zhao; Chun-Guang Zhou; Xiaolan Fu; Minghao Yang; Jianhua Tao
Journal:  IEEE Trans Image Process       Date:  2015-10-30       Impact factor: 10.856

4.  A Novel Algorithm for Remote Photoplethysmography: Spatial Subspace Rotation.

Authors:  Wenjin Wang; Sander Stuijk; Gerard de Haan
Journal:  IEEE Trans Biomed Eng       Date:  2015-12-17       Impact factor: 4.538

5.  DistancePPG: Robust non-contact vital signs monitoring using a camera.

Authors:  Mayank Kumar; Ashok Veeraraghavan; Ashutosh Sabharwal
Journal:  Biomed Opt Express       Date:  2015-04-06       Impact factor: 3.732

6.  Exploiting spatial redundancy of image sensor for motion robust rPPG.

Authors:  Wenjin Wang; Sander Stuijk; Gerard de Haan
Journal:  IEEE Trans Biomed Eng       Date:  2014-09-08       Impact factor: 4.538

7.  Motion-compensated noncontact imaging photoplethysmography to monitor cardiorespiratory status during exercise.

Authors:  Yu Sun; Sijung Hu; Vicente Azorin-Peris; Stephen Greenwald; Jonathon Chambers; Yisheng Zhu
Journal:  J Biomed Opt       Date:  2011-07       Impact factor: 3.170

8.  Remote plethysmographic imaging using ambient light.

Authors:  Wim Verkruysse; Lars O Svaasand; J Stuart Nelson
Journal:  Opt Express       Date:  2008-12-22       Impact factor: 3.894

9.  Noncontact Monitoring of Blood Oxygen Saturation Using Camera and Dual-Wavelength Imaging System.

Authors:  Dangdang Shao; Chenbin Liu; Francis Tsow; Yuting Yang; Zijian Du; Rafael Iriya; Hui Yu; Nongjian Tao
Journal:  IEEE Trans Biomed Eng       Date:  2015-09-24       Impact factor: 4.538

10.  Noncontact imaging photoplethysmography to effectively access pulse rate variability.

Authors:  Yu Sun; Sijung Hu; Vicente Azorin-Peris; Roy Kalawsky; Stephen Greenwald
Journal:  J Biomed Opt       Date:  2013-06       Impact factor: 3.170

View more
  2 in total

1.  Camera-based photoplethysmography in an intraoperative setting.

Authors:  Alexander Trumpp; Johannes Lohr; Daniel Wedekind; Martin Schmidt; Matthias Burghardt; Axel R Heller; Hagen Malberg; Sebastian Zaunseder
Journal:  Biomed Eng Online       Date:  2018-03-14       Impact factor: 2.819

2.  The Effect of Hydration on Urine Color Objectively Evaluated in CIE L*a*b* Color Space.

Authors:  Rebekah Belasco; Tory Edwards; A J Munoz; Vernon Rayo; Michael J Buono
Journal:  Front Nutr       Date:  2020-10-26
  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.