An evaluation of the effectiveness of adaptive histogram equalization for contrast enhancement
John B. Zimmerman, Stephen M. Pizer, Edward V. Staab, John R. Perry, William McCartney, B.C. Brenton · IEEE Transactions on Medical Imaging · 1988
Adaptive histogram equalization (AHE) and intensity windowing have been compared using psychophysical observer studies. Experienced radiologists were shown clinical CT (computerized tomographic) images of the chest. Into some of the images, appropriate artificial lesions were introduced; the physicians were then shown the images processed with both AHE and intensity windowing. They were asked to assess the probability that a given image contained the artificial lesion, and their accuracy was measured. The results of these experiments show that for this particular diagnostic task, there was no significant difference in the ability of the two methods to depict luminance contrast; thus, further evaluation of AHE using controlled clinical trials is indicated.