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

Recall This Gesture? Investigating Gesture Memorability in Extended Reality.

IEEE transactions on visualization and computer graphics·2026
Same author

Reevaluating the Gaze Cursor in Virtual Reality: A Comparative Analysis of Cursor Visibility, Confirmation Mechanisms, and Task Paradigms.

IEEE transactions on visualization and computer graphics·2025
Same author

Haptic-Assisted Soldering Training Protocol in Virtual Reality: The Impact of Scaffolded Guidance.

IEEE transactions on haptics·2025
Same author

Before hands disappear: Effect of early warning visual feedback method for hand tracking failures in virtual reality.

PloS one·2025
Same author

Evaluating and Modeling the Effect of Frame Rate on Steering Performance in Virtual Reality.

IEEE transactions on visualization and computer graphics·2024
Same author

Beyond the Wizard of Oz: Negative Effects of Imperfect Machine Learning to Examine the Impact of Reliability of Augmented Reality Cues on Visual Search Performance.

IEEE transactions on visualization and computer graphics·2024

Related Experiment Video

Updated: May 23, 2025

Virtual Prism Adaptation Therapy: Protocol for Validation in Healthy Adults
06:12

Virtual Prism Adaptation Therapy: Protocol for Validation in Healthy Adults

Published on: February 12, 2020

6.7K

An Early Warning System Based on Visual Feedback for Light-Based Hand Tracking Failures in VR Head-Mounted Displays.

Mohammad Raihanul Bashar, Anil Ufuk Batmaz

    IEEE Transactions on Visualization and Computer Graphics
    |March 11, 2025
    PubMed
    Summary

    This study introduces a visual feedback system for virtual reality (VR) head-mounted displays (HMDs). It warns users of potential hand tracking failures, improving usability and reducing frustration in VR interactions.

    More Related Videos

    Evaluating Flight Performance and Eye Movement Patterns Using Virtual Reality Flight Simulator
    03:49

    Evaluating Flight Performance and Eye Movement Patterns Using Virtual Reality Flight Simulator

    Published on: May 19, 2023

    840
    Development of a Gaze-Contingent Display Framework Designed for Perceptual and Oculomotor Research with Simulated Central Vision Loss
    07:12

    Development of a Gaze-Contingent Display Framework Designed for Perceptual and Oculomotor Research with Simulated Central Vision Loss

    Published on: April 11, 2025

    260

    Related Experiment Videos

    Last Updated: May 23, 2025

    Virtual Prism Adaptation Therapy: Protocol for Validation in Healthy Adults
    06:12

    Virtual Prism Adaptation Therapy: Protocol for Validation in Healthy Adults

    Published on: February 12, 2020

    6.7K
    Evaluating Flight Performance and Eye Movement Patterns Using Virtual Reality Flight Simulator
    03:49

    Evaluating Flight Performance and Eye Movement Patterns Using Virtual Reality Flight Simulator

    Published on: May 19, 2023

    840
    Development of a Gaze-Contingent Display Framework Designed for Perceptual and Oculomotor Research with Simulated Central Vision Loss
    07:12

    Development of a Gaze-Contingent Display Framework Designed for Perceptual and Oculomotor Research with Simulated Central Vision Loss

    Published on: April 11, 2025

    260

    Area of Science:

    • Human-Computer Interaction
    • Virtual Reality Systems
    • Computer Vision

    Background:

    • Virtual Reality (VR) Head-Mounted Displays (HMDs) utilize built-in cameras for hand tracking, but accuracy is limited by hardware and software, impacting user experience.
    • Hand skeleton detection algorithms in VR systems can fail due to inherent limitations, leading to interaction disruptions and user frustration.

    Purpose of the Study:

    • To develop and evaluate a visual feedback mechanism for an early warning system detecting hand skeleton recognition failures in VR HMDs.
    • To enhance the usability of VR systems by proactively alerting users to impending hand tracking issues.

    Main Methods:

    • Two user studies were conducted involving virtual cup stacking and ball sorting tasks.
    • The system monitored the VR HMD's hand tracking confidence and provided visual feedback when confidence levels dropped.
    • Participants were warned visually before hand tracking algorithm failures occurred.

    Main Results:

    • The early warning system significantly improved the usability of the VR HMD system.
    • User frustration was notably reduced when participants received advance warnings of tracking failures.
    • The effectiveness of the visual feedback mechanism was demonstrated in distinct virtual task environments.

    Conclusions:

    • Proactive visual feedback for low hand tracking confidence enhances VR system usability and user satisfaction.
    • This early warning system approach can be beneficial for any application relying on hand tracking, including robotics.
    • Further research can explore adaptive feedback mechanisms tailored to specific user needs and task complexities.