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2026 · journal

ForceCtrl: Hand-Raycasting with User-Defined Pinch Force for Control-Display Gain Application

  • Human-Computer Interaction
  • Augmented Reality
  • Spatial Computing

IEEE Transactions on Visualization and Computer GraphicsTop 10%

IEEE TVCG — a top 10% journal in visualization and computer graphics.

DOI: 10.1109/TVCG.2025.3647547

Abstract

We present ForceCtrl, a novel 3D hand raycasting technique that enhances pointing precision based on control-display (CD) gain controlled with user-defined pinch force. We introduce a target-agnostic approach for refining raycasting precision, overcoming limitations in human motor accuracy. User-defined pinch force, detected with surface electromyography (sEMG), enables users to easily activate or deactivate CD gain during interaction. We propose three CD gain strategies and compare them through target selection and placement tasks. Our system reduces selection errors, placement jitters, and user workload, especially for distant targets in high-difficulty tasks. These results highlight the effectiveness of applying CD gain to hand raycasting and demonstrate the potential of user-defined pinch force as a robust input modality for precise hand interaction in AR/VR.

Demo video

Citation

@article{oh2026forcectrl,
  title = {ForceCtrl: Hand-Raycasting with User-Defined Pinch Force for Control-Display Gain Application},
  author = {Seo Young Oh and Junghoon Seo and Juyoung Lee and Boram Yoon and Sang Ho Yoon and Woontack Woo},
  journal = {IEEE Transactions on Visualization and Computer Graphics},
  year = {2026},
  doi = {10.1109/TVCG.2025.3647547},
  url = {https://doi.org/10.1109/TVCG.2025.3647547}
}

Resources

  • Publisher's page
  • Demo on YouTube
  • Meta-Object
  • BibTeX

Authors

  • Seo Young Oh*
  • Junghoon Seo
  • Juyoung Lee
  • Boram Yoon
  • Sang Ho Yoon
  • Woontack Woo†

*First author.†Corresponding author.

Venue

IEEE Transactions on Visualization and Computer Graphics

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