Related Experiment Video

Updated: Dec 6, 2025

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
10:28

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease

Published on: July 24, 2019

15.8K

Comparison of Visible and Infrared Video Plethysmography Captured from Different Regions of the Human Face

Norihiro Sugita, Tomoya Matsuzaki, Makoto Yoshizawa

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |October 6, 2020
    PubMed

    Abstract:

    Recently, video plethysmography (VPG) - a heart rate estimation technique using a video camera - has gained significant attention. Most studies of VPG have used a visible RGB camera; only a limited number of studies investigating near-infrared light (wavelength 750-2500 nm), which can be used even in a dark environment, have been performed. The purpose of this study was to investigate the differences between VPG data collected using visible light (VPGVIS) or near-infrared light (VPGNIR) from four facial areas (forehead, right cheek, left cheek, and nose). An experiment was conducted to obtain both VPGVIS and VPGNIR simultaneously by alternately irradiating the face with NIR and VIS lights. Experimental results showed that the root mean squared error of heart rate estimated using VPGNIR was 1 bpm higher than that of VPGVIS. However, contrary to our expectations, the power of the heartbeat-related component included in VPGNIR was not reduced despite the absorbance of hemoglobin in the NIR light range being 1/100 of that in the VIS light range. This result supports the hypothesis that a main factor in the generation of VPG waves was change in the optical properties caused by blood vessels compressing the subcutaneous tissue and the venous bed. Additionally, the accuracy of the heart rate estimation using VPG tended to be high when the nose was set as the ROI. This result was likely associated with the anatomical structure of the nose.

    More Related Videos

    Dual-mode Imaging of Cutaneous Tissue Oxygenation and Vascular Function
    11:35

    Dual-mode Imaging of Cutaneous Tissue Oxygenation and Vascular Function

    Published on: December 8, 2010

    16.8K
    Analyzing Neural Activity and Connectivity Using Intracranial EEG Data with SPM Software
    06:50

    Analyzing Neural Activity and Connectivity Using Intracranial EEG Data with SPM Software

    Published on: October 30, 2018

    9.8K

    Related Experiment Videos

    Last Updated: Dec 6, 2025

    Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
    10:28

    Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease

    Published on: July 24, 2019

    15.8K
    Dual-mode Imaging of Cutaneous Tissue Oxygenation and Vascular Function
    11:35

    Dual-mode Imaging of Cutaneous Tissue Oxygenation and Vascular Function

    Published on: December 8, 2010

    16.8K
    Analyzing Neural Activity and Connectivity Using Intracranial EEG Data with SPM Software
    06:50

    Analyzing Neural Activity and Connectivity Using Intracranial EEG Data with SPM Software

    Published on: October 30, 2018

    9.8K

    Related Concept Videos

    IR Frequency Region: Fingerprint Region01:03

    IR Frequency Region: Fingerprint Region

    1.6K
    IR spectra are divided into two main regions: the diagnostic region and the fingerprint region. The diagnostic region of the spectrum lies above 1500 cm−1. The absorptions resulting from single-bond vibrations of the N–H, C–H, and O–H stretch at higher wavenumbers and appear on the left side of the spectrum. The stretching absorptions of the C≡C and C≡N occur between 2100–2300 cm−1. In contrast, those arising from stretching absorptions of the...
    1.6K
    Association Areas of the Cortex01:21

    Association Areas of the Cortex

    8.1K
    Association areas are regions of the cerebral cortex that do not have a specific sensory or motor function. Instead, they integrate and interpret information from various sources to enable higher cognitive processes such as memory, learning, and decision-making. Some key association areas include the following:
    Prefrontal Association Area: This area is located in the frontal lobe and is involved in planning, decision-making, and moderating social behavior. It connects with primary motor areas,...
    8.1K

    Articles linked to this work by shared authors, journal, and citation graph.

    Multimodal deep learning for predicting WHO/ISUP grading in renal tumors on CT using a self-attention-based model: variable Vision Transformer (vViT).

    European journal of radiology open·2026

    Transformer-based Deep Learning Models with Shape Guidance for Predicting Breast Cancer in Mammography Images.

    Journal of imaging informatics in medicine·2025

    Bilateral Information-Guided Diagnosis of Breast Masses in Mammography Using Vision Transformer.

    IEEE journal of biomedical and health informatics·2025

    Deep learning-based dual-energy subtraction synthesis from single-energy kV x-ray fluoroscopy for markerless tumor tracking.

    Medical & biological engineering & computing·2025

    Reproducible Machine Learning-Based Voice Pathology Detection: Introducing the Pitch Difference Feature.

    Journal of voice : official journal of the Voice Foundation·2025

    Noise-related inaccuracies in the quantitative evaluation of CT artifacts.

    Radiological physics and technology·2025

    Analysis of End-Tidal CO2 Variability During Plateau Waves Episodes: An Information Theoretic Approach.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    AI and Tomosynthesis for Breast Cancer Molecular Subtyping: A step toward precision medicine.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    Towards Sustainable Protein Recovery from Biological Waste: Assessing Polyethersulfone-based Microfiltration.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    Analysis of the cardiovascular response to standardized polymicrobial peritonitis experimental model.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    Automated Wrist Ultrasound Image Bone Enhancement and Segmentation Using Deep Learning.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    Methods for measuring stratigraphic attitude and true thickness based on high-precision 3D real-scene models: A case study of the early Silurian Chongqing Lagerstätte Section, China.

    PloS one·2026

    Integrating space, time, and individual differences in zebrafish behavioral research: a framework for translational neuroscience.

    Neuroscience·2026

    Adaptive robotic sensing for exposure-oriented mapping of hazardous airborne particle dispersion in indoor environments.

    Journal of hazardous materials·2026

    Monte Carlo-Based Optimization of Multi-Source Illumination for Photoacoustic Signal Generation in Human Gray-Matter Vessels.

    Journal of biophotonics·2026

    BiGS: Bi-Anchor Gaussian Splatting for Dynamic Video Photorealistic Reconstruction.

    IEEE transactions on visualization and computer graphics·2026

    Non-Contact Photoplethysmography for In-Vehicle Health Monitoring With Seamlessly Integrated Photodetector Array and Hardware-Accelerated AI.

    Small (Weinheim an der Bergstrasse, Germany)·2026
    See all related articles
    JoVE
    x logofacebook logolinkedin logoyoutube logo
    ABOUT JoVE
    OverviewLeadershipBlogJoVE Help Center
    AUTHORS
    Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
    LIBRARIANS
    TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
    RESEARCH
    JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
    EDUCATION
    JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
    Terms & Conditions of Use
    Privacy Policy
    Policies
    Jove
    Visualize
    Contact Us