4 March 2008 Extending quality metrics to full luminance range images
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Abstract
Many quality metrics take as input gamma corrected images and assume that pixel code values are scaled perceptually uniform. Although this is a valid assumption for darker displays operating in the luminance range typical for CRT displays (from 0.1 to 80 cd/m2), it is no longer true for much brighter LCD displays (typically up to 500 cd/m2), plasma displays (small regions up to 1000 cd/m2) and HDR displays (up to 3000 cd/m2). The distortions that are barely visible on dark displays become clearly noticeable when shown on much brighter displays. To estimate quality of images shown on bright displays, we propose a straightforward extension to the popular quality metrics, such as PSNR and SSIM, that makes them capable of handling all luminance levels visible to the human eye without altering their results for typical CRT display luminance levels. Such extended quality metrics can be used to estimate quality of high dynamic range (HDR) images as well as account for display brightness.
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Tunç O. Aydın, Rafal Mantiuk, Hans-Peter Seidel, "Extending quality metrics to full luminance range images", Proc. SPIE 6806, Human Vision and Electronic Imaging XIII, 68060B (4 March 2008); doi: 10.1117/12.765095; https://doi.org/10.1117/12.765095
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