24 January 2012 A comparison of techniques for super-resolution evaluation
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Abstract
This paper reviews the perception of image quality by human respondents in the context of super-resolution. Specifically, the desirability of an automated mechanism for generating a metric that correlates well with human perceptions of image quality is discussed. Common metrics are evaluated to ascertain whether they demonstrate suitable correlation with human perception of image quality. It is found that the commonly used pixel-difference evaluation technique outperforms a threshold-based technique; however, neither is demonstrated to correlate well with human perception.
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Monica Trifas, Monica Trifas, Jeremy Straub, Jeremy Straub, } "A comparison of techniques for super-resolution evaluation", Proc. SPIE 8293, Image Quality and System Performance IX, 82930Z (24 January 2012); doi: 10.1117/12.912172; https://doi.org/10.1117/12.912172
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