Robust efficient estimation of heart rate pulse from video

被引：65
|
作者：
Xu, Shuchang [1 ,3 ]
Sun, Lingyun [2 ]
Rohde, Gustavo Kunde [3 ]
机构：
[1] Hangzhou Normal Univ, Dept Informat Sci & Engn, Hangzhou 311121, Zhejiang, Peoples R China
[2] Zhejiang Univ, Dept Comp Sci, Hangzhou 310058, Zhejiang, Peoples R China
[3] Carnegie Mellon Univ, Dept Biomed Engn, Ctr Bioimage Informat, Pittsburgh, PA USA
来源：
BIOMEDICAL OPTICS EXPRESS | 2014年 / 5卷 / 04期
基金：
中国国家自然科学基金;
关键词：
IMAGE; SKIN; NONCONTACT; LIGHT;
D O I：
10.1364/BOE.5.001124
中图分类号：
Q5 [生物化学];
学科分类号：
071010 ; 081704 ;
摘要：
We describe a simple but robust algorithm for estimating the heart rate pulse from video sequences containing human skin in real time. Based on a model of light interaction with human skin, we define the change of blood concentration due to arterial pulsation as a pixel quotient in log space, and successfully use the derived signal for computing the pulse heart rate. Various experiments with different cameras, different illumination condition, and different skin locations were conducted to demonstrate the effectiveness and robustness of the proposed algorithm. Examples computed with normal illumination show the algorithm is comparable with pulse oximeter devices both in accuracy and sensitivity. (C) 2014 Optical Society of America
引用
收藏
页码：1124 / 1135
页数：12
相关论文
共 50 条
  • [31] Estimation of heart rate variability from peripheral pulse wave using PPG sensor
    Srinivas, K.
    Reddy, L. Ram Gopal
    Srinivas, R.
    3RD KUALA LUMPUR INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING 2006, 2007, 15 : 325 - +
  • [32] Estimation of the lactate threshold from heart rate response to submaximal exercise: The pulse deficit
    Roseguini, B. T.
    Narro, F.
    Oliveira, A. R.
    Ribeiro, J. P.
    INTERNATIONAL JOURNAL OF SPORTS MEDICINE, 2007, 28 (06) : 463 - 469
  • [33] Heart Rate and Respiratory Rate Derived from Video
    Addison, Paul S.
    Jacquel, Dominique
    Foo, David M. H.
    ANESTHESIA AND ANALGESIA, 2016, 122
  • [34] MOMBAT: Heart rate monitoring from face video using pulse modeling and Bayesian tracking
    Gupta, Puneet
    Bhowmick, Brojeshwar
    Pal, Arpan
    COMPUTERS IN BIOLOGY AND MEDICINE, 2020, 121
  • [35] Robust Estimation of Pulse Rate from a Wrist-type PPG During Intensive Exercise
    Pittara, Melpo
    Orphanidou, Christina
    2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2018, : 5515 - 5518
  • [36] Fast and Robust Heart Rate Estimation from Videos through Dynamic Region Selection
    Fujita, Yuya
    Hiromoto, Masayuki
    Sato, Takashi
    2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2018, : 3024 - 3027
  • [37] Multibiometric system based on Face Video and Heart Rate Estimation
    Cervino, Gianluca
    2021 9TH INTERNATIONAL WORKSHOP ON BIOMETRICS AND FORENSICS (IWBF 2021), 2021,
  • [38] Robust motion estimation in video coding at low bit-rate
    Wang, H
    2003 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS, INTELLIGENT SYSTEMS AND SIGNAL PROCESSING, VOLS 1 AND 2, PROCEEDINGS, 2003, : 794 - 798
  • [39] Robust Remote Heart Rate Estimation in Car Driving Environment
    Lee, Kanghyu
    Park, Dubok
    Cho, Chuljin
    Ko, Hanseok
    2018 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2018,
  • [40] Robust Estimation and Tracking of Heart Rate by PPG Signal Analysis
    Galli, A.
    Frigo, G.
    Narduzzi, C.
    Giorgi, G.
    2017 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC), 2017, : 364 - 369
12345