Jove
Visualize
Contact Us
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

Related Concept Videos

You might also read

Related Articles

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

Sort by
Same author

Early and Prolonged Cortical Electrical Stimulation Preserves Motor Functions and Nigrostriatal Dopaminergic Neurons in the MitoPark Model of Parkinson's Disease.

Journal of integrative neuroscience·2026
Same author

Inertial Trajectory Estimation Using Low-Cost Inertial Measurement Units and Edge Computing.

IEEE journal of biomedical and health informatics·2026
Same author

Comparison of the performance of a Three-Dimensional Body Scanner and radiography in evaluating adult scoliosis.

PeerJ·2026
Same author

Design of FPGA-Based Rehabilitation Effect Assessment Headband.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society·2026
Same author

Therapeutic Effects of Noninvasive Technology Modalities on Lower-Limb Motor Function in Spinal Cord Injury: A Systematic Review.

Archives of rehabilitation research and clinical translation·2026
Same author

Correction: Adeel et al. Oxygen Consumption (VO<sub>2</sub>) and Surface Electromyography (sEMG) during Moderate-Strength Training Exercises. <i>Int. J. Environ. Res. Public Health</i> 2022, <i>19</i>, 2233.

International journal of environmental research and public health·2025
Same journal

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

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

AI and Tomosynthesis for Breast Cancer Molecular Subtyping: A step toward precision medicine<sup></sup>.

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

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
Same journal

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
Same journal

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
Same journal

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
See all related articles

Related Experiment Video

Updated: Jan 9, 2026

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
06:37

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention

Published on: December 15, 2023

5.2K

Deep Learning-Based Adaptive Sitting Posture Recognition System.

Yi-Jyun Shih, Bor-Shyh Lin, Hsin-Lung Wu

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |December 3, 2025
    PubMed
    Summary
    This summary is machine-generated.

    This study introduces a non-contact system for recognizing sitting postures using cameras and AI. It accurately monitors posture in real-time, offering a portable solution to reduce health risks associated with poor posture.

    More Related Videos

    A Vibrotactile Feedback Device for Seated Balance Assessment and Training
    09:13

    A Vibrotactile Feedback Device for Seated Balance Assessment and Training

    Published on: January 20, 2019

    6.8K
    Sit-to-stand-and-walk from 120% Knee Height: A Novel Approach to Assess Dynamic Postural Control Independent of Lead-limb
    08:24

    Sit-to-stand-and-walk from 120% Knee Height: A Novel Approach to Assess Dynamic Postural Control Independent of Lead-limb

    Published on: August 30, 2016

    10.6K

    Related Experiment Videos

    Last Updated: Jan 9, 2026

    Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
    06:37

    Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention

    Published on: December 15, 2023

    5.2K
    A Vibrotactile Feedback Device for Seated Balance Assessment and Training
    09:13

    A Vibrotactile Feedback Device for Seated Balance Assessment and Training

    Published on: January 20, 2019

    6.8K
    Sit-to-stand-and-walk from 120% Knee Height: A Novel Approach to Assess Dynamic Postural Control Independent of Lead-limb
    08:24

    Sit-to-stand-and-walk from 120% Knee Height: A Novel Approach to Assess Dynamic Postural Control Independent of Lead-limb

    Published on: August 30, 2016

    10.6K

    Area of Science:

    • Biomedical Engineering
    • Computer Science
    • Ergonomics

    Background:

    • Prolonged poor sitting posture is a significant risk factor for musculoskeletal disorders and chronic diseases.
    • Existing solutions like wearable devices or pressure sensors have limitations in portability and efficiency.

    Purpose of the Study:

    • To develop a portable and adaptive sitting posture recognition system.
    • To provide real-time monitoring and feedback for improving workplace health and efficiency.

    Main Methods:

    • Integration of infrared wide-angle cameras, a deep learning model (YOLOv11), and edge computing.
    • Implementation on a TB-RK3399ProX development board with an NPU for efficient processing.
    • Development of a position calibration function for compatibility with various chairs and users.

    Main Results:

    • Accurate classification of 18 sitting posture combinations with 94.64% overall accuracy.
    • Achieved low inference latency of 8.73 ms.
    • Demonstrated stability and reliability, even with image occlusion.

    Conclusions:

    • The system offers an efficient, portable, non-contact solution for sitting posture recognition.
    • It effectively addresses challenges like image occlusion and diverse environments.
    • Provides an innovative option for enhancing health and productivity in modern work settings.