articleDec 4, 2002Closed access

Contrast-limited adaptive histogram equalization: speed and effectiveness

North Carolina State University

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Abstract

An experiment intended to evaluate the clinical application of contrast-limited adaptive histogram equalization (CLAHE) to chest computer tomography (CT) images is reported. A machine especially designed to compute CLAHE in a few seconds is discussed. It is shown that CLAHE can be computed in 4 s after 5-s loading time using the specially designed parallel engine made from a few thousand dollars worth of off-the-shelf components. The processing appears to be useful for a wide range of medical images, but the limitations of observer calibration make it impossible to demonstrate such usefulness by agreement experiments.>

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5

Topics & keywords

Keywords
  • Adaptive histogram equalization
  • Contrast (vision)
  • Histogram
  • Histogram equalization
  • Computer science
  • Artificial intelligence
  • Computer vision
  • Range (aeronautics)
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