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Practical low-cost visual communication using binary images for deaf sign language.

M D Manoranjan1, J A Robinson

  • 1PixStream, Inc., Waterloo, Ont., Canada.

IEEE Transactions on Rehabilitation Engineering : a Publication of the IEEE Engineering in Medicine and Biology Society
|April 25, 2000
PubMed
Summary

This study introduces a practical method for sign language communication over telephone lines using moving binary sketches. The system achieves adequate temporal resolution for effective visual communication, even with low-bandwidth connections.

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Area of Science:

  • Computer Vision
  • Digital Communication
  • Human-Computer Interaction

Background:

  • Effective video-based sign language communication requires high temporal resolution (8-10 frames/s).
  • Conventional videoconferencing over low bandwidth yields poor temporal resolution (<1 frame/s), causing jerky visuals.
  • This limits accessibility for deaf individuals relying on visual communication methods.

Purpose of the Study:

  • To develop a practical solution for real-time sign language communication over low-bandwidth telephone lines.
  • To achieve adequate image temporal resolution for clear visual communication using simplified image representations.
  • To enable effective sign language transmission using standard personal computer hardware and low-cost cameras.

Main Methods:

  • Utilizing moving binary sketches (cartoons) instead of full-color video frames.

Related Experiment Videos

  • Implementing an efficient feature extraction algorithm adaptive to global image statistics.
  • Applying irreversible preprocessing (isolated point removal, predictive filtering) for enhanced binary image quality.
  • Employing a recursive temporal prefiltering scheme using frame histograms to reduce camera noise.
  • Using an efficient three-dimensional (3-D) compression scheme for binary sketches.
  • Main Results:

    • The proposed system provides adequate temporal resolution for sign language communication.
    • Binary sketches effectively represent motion for communication despite low bandwidth.
    • Preprocessing and noise reduction techniques improve subjective image quality.
    • 3-D compression efficiently codes the binary sketch data.

    Conclusions:

    • The developed system offers a viable solution for sign language communication over standard telephone lines.
    • Moving binary sketches are effective for maintaining communication quality in low-bandwidth video.
    • The system demonstrates practical applicability for enhancing communication accessibility for the deaf community.