Detection of Human Blood Pulse Based on Displacement Vector in Video Footage

被引:0
|
作者
Celniak, Weronika [1 ]
Augustyniak, Piotr [1 ]
机构
[1] AGH Univ Sci & Technol, Krakow, Poland
来源
2021 14TH INTERNATIONAL CONFERENCE ON HUMAN SYSTEM INTERACTION, HSI | 2021年
关键词
blood pulse; corner detection; optical flow; touchless diagnostics; home monitoring; NONCONTACT;
D O I
10.1109/HSI52170.2021.9538740
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a simple yet effective method of blood pulse rate estimation based on video footage processing. The 15-s scenes are acquired from the skin over big arteries with a regular smartphone camera and subtle skin displacements are detected and analyzed based on individual irregularities of skin texture. The rhythmic component is then distilled from displacement information and qualified as representative of blood pulse. The method was evaluated in two experiments: the first aiming at covering all frequency range 55-140 bpm typical to rest and mild exercise at home, and the second aiming at measurements in 15 different people. The proposed method shows systematic error of 0 bpm +/- 1.86% and -0.8 bpm +/- 3.0% respectively against the reference measurement with a pulse oximeter. This result was found satisfactory for home-based self-monitoring to pursuit the circulatory response to exercise, stress and medications. Moreover the method is hygienic, may be applied to various parts of the body and does not require dedicated equipment.
引用
收藏
页码:146 / 149
页数:4
相关论文
共 50 条
  • [31] Irritable Bowel Syndrome Detection based on Pulse Signal and Support Vector Machine
    Chang, Kang-Ming
    Chen, Jian-Jung
    Lu, Shing-Hong
    SENSORS, MEASUREMENT AND INTELLIGENT MATERIALS, PTS 1-4, 2013, 303-306 : 667 - +
  • [32] On change detection and displacement vector estimation in image sequences
    Nagel, Hans-Hellmut
    PATTERN RECOGNITION LETTERS, 1982, 1 (01) : 55 - 59
  • [33] Motion Vector Extrapolation for Video Object Detection
    True, Julian
    Khan, Naimul
    JOURNAL OF IMAGING, 2023, 9 (07)
  • [34] Preserving shape details of pulse signals for video-based blood pressure estimation
    Han, Xuesong
    Yang, Xuezhi
    Fang, Shuai
    Chen, Yawei
    Chen, Qin
    Li, Longwei
    Song, RenCheng
    BIOMEDICAL OPTICS EXPRESS, 2024, 15 (04): : 2433 - 2450
  • [35] Sensitivity of Video-Based Pulse Arrival Time to Dynamic Blood Pressure Changes
    Shirbani, Fatemeh
    Blackmore, Conner
    Kazzi, Christina
    Tan, Isabella
    Butlin, Mark
    Avolio, Alberto P.
    2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2018, : 3638 - 3641
  • [36] Locating optimized feature points of human pulse based on support vector regression
    Cheng, Hui
    Sun, Xiangdong
    2014 IEEE 7TH JOINT INTERNATIONAL INFORMATION TECHNOLOGY AND ARTIFICIAL INTELLIGENCE CONFERENCE (ITAIC), 2014, : 419 - 422
  • [37] In vitro optical detection of simulated blood pulse in a human tooth pulp model
    A. Niklas
    K.-A. Hiller
    A. Jaeger
    M. Brandt
    J. Putzger
    C. Ermer
    I. Schulz
    G. Monkman
    S. Giglberger
    M. Hirmer
    S. Danilov
    S. Ganichev
    G. Schmalz
    Clinical Oral Investigations, 2014, 18 : 1401 - 1409
  • [38] In vitro optical detection of simulated blood pulse in a human tooth pulp model
    Niklas, A.
    Hiller, K. -A.
    Jaeger, A.
    Brandt, M.
    Putzger, J.
    Ermer, C.
    Schulz, I.
    Monkman, G.
    Giglberger, S.
    Hirmer, M.
    Danilov, S.
    Ganichev, S.
    Schmalz, G.
    CLINICAL ORAL INVESTIGATIONS, 2014, 18 (05) : 1401 - 1409
  • [39] EFFECT OF A TRANSIENT DISPLACEMENT OF BLOOD TOWARD HEART ON PULSE RATE
    WALKER, RL
    MACKAY, IFS
    JOURNAL OF APPLIED PHYSIOLOGY, 1965, 20 (06) : 1153 - &
  • [40] Graph based anomaly detection in human action video sequence
    Kavimandan, Pranoti Shrikant
    Kapoor, Rajiv
    Yadav, Kalpana
    JOURNAL OF ELECTRICAL ENGINEERING-ELEKTROTECHNICKY CASOPIS, 2022, 73 (05): : 318 - 324