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Hybrid incoherent optical pattern recognition system.

R C Sherman1, D Grieser, F T Gamble

  • 1Battelle Columbus Laboratories, 505 King Avenue, Columbus, Ohio 43201, USA.

Applied Optics
|November 15, 1983
PubMed
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This study presents a novel pattern recognition system utilizing incoherent spatial filtering for direct image recognition from TV monitors. The system successfully recognizes images, with experimental results aligning with theoretical predictions.

Area of Science:

  • Computer Vision
  • Optical Engineering
  • Image Processing

Background:

  • Traditional pattern recognition systems often require complex preprocessing.
  • Direct image recognition from display devices presents unique challenges.
  • Holographic correlators offer powerful capabilities for pattern matching.

Purpose of the Study:

  • To develop and demonstrate a pattern recognition system using incoherent spatial filtering.
  • To enable direct image recognition from a narrowband phosphor television monitor.
  • To integrate electronic edge enhancement with holographic correlation for improved performance.

Main Methods:

  • Capturing real object images with a television camera.
  • Electronically edge-enhancing images and displaying them on a TV monitor.

Related Experiment Videos

  • Utilizing the monitor output as input for a holographic correlator.
  • Employing an optical multichannel analyzer to analyze correlation functions.
  • Main Results:

    • The developed system successfully performs pattern recognition directly from the TV monitor.
    • Experimental outcomes demonstrated strong agreement with theoretical models.
    • The optical multichannel analyzer effectively analyzed correlation function shapes and peak locations.

    Conclusions:

    • The described system offers an efficient method for direct image recognition.
    • The integration of electronic enhancement and holographic correlation is effective.
    • Further concepts for handling variations in input (rotation, scale) were discussed.