Literature DB >> 28113245

Algorithmic Principles of Remote PPG.

Wenjin Wang, Albertus C den Brinker, Sander Stuijk, Gerard de Haan.   

Abstract

This paper introduces a mathematical model that incorporates the pertinent optical and physiological properties of skin reflections with the objective to increase our understanding of the algorithmic principles behind remote photoplethysmography (rPPG). The model is used to explain the different choices that were made in existing rPPG methods for pulse extraction. The understanding that comes from the model can be used to design robust or application-specific rPPG solutions. We illustrate this by designing an alternative rPPG method, where a projection plane orthogonal to the skin tone is used for pulse extraction. A large benchmark on the various discussed rPPG methods shows that their relative merits can indeed be understood from the proposed model.

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Year:  2016        PMID: 28113245     DOI: 10.1109/TBME.2016.2609282

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  42 in total

1.  Full video pulse extraction.

Authors:  Wenjin Wang; Albertus C den Brinker; Gerard de Haan
Journal:  Biomed Opt Express       Date:  2018-07-27       Impact factor: 3.732

2.  Analysis of CNN-based remote-PPG to understand limitations and sensitivities.

Authors:  Qi Zhan; Wenjin Wang; Gerard de Haan
Journal:  Biomed Opt Express       Date:  2020-02-07       Impact factor: 3.732

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.  Skin tissue perfusion mapping triggered by an audio-(de)modulated reference signal.

Authors:  Stefan Borik; Patrik Procka; Jakub Kubicek; Christoph Hoog Antink
Journal:  Biomed Opt Express       Date:  2022-06-30       Impact factor: 3.562

6.  Evaluating Visual Photoplethysmography Method.

Authors:  Debjyoti Talukdar; Luis Felipe de Deus; Nikhil Sehgal
Journal:  Cureus       Date:  2022-07-14

7.  Heart rate estimation from facial videos with motion interference using T-SNE-based signal separation.

Authors:  Hequn Wang; Xuezhi Yang; Xuenan Liu; Dingliang Wang
Journal:  Biomed Opt Express       Date:  2022-08-02       Impact factor: 3.562

Review 8.  Contact-Free Pulse Signal Extraction from Human Face Videos: A Review and New Optimized Filtering Approach.

Authors:  Muhammad Waqar; Reyer Zwiggelaar; Bernard Tiddeman
Journal:  Adv Exp Med Biol       Date:  2021       Impact factor: 2.622

9.  Evaluation of biases in remote photoplethysmography methods.

Authors:  Ananyananda Dasari; Sakthi Kumar Arul Prakash; László A Jeni; Conrad S Tucker
Journal:  NPJ Digit Med       Date:  2021-06-03

10.  Development of a Novel Web Camera-Based Contact-Free Major Depressive Disorder Screening System Using Autonomic Nervous Responses Induced by a Mental Task and Its Clinical Application.

Authors:  Batbayar Unursaikhan; Nobuaki Tanaka; Guanghao Sun; Sadao Watanabe; Masako Yoshii; Kazuki Funahashi; Fumihiro Sekimoto; Fumiaki Hayashibara; Yutaka Yoshizawa; Lodoiravsal Choimaa; Takemi Matsui
Journal:  Front Physiol       Date:  2021-05-14       Impact factor: 4.566

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