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Survey of full-reference image quality metrics

Pedersen, Marius; Hardeberg, Jon Yngve
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URI
http://hdl.handle.net/11250/144194
Date
2009
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Abstract
This paper aims to give a survey of full-reference image quality metrics,

including metrics specifically designed to evaluate image quality, but

also metrics for image difference, image fidelity, and more. These metrics

have in common that they try to predict the perceived difference between

an original image and a modified version of it, this modification can typically

be compression, halftoning and blurring. They output one numerical

value and/or an image difference map. More than 100 image quality metrics

have been reviewed and categorized, and short descriptions and analysis of

all metrics and their relationships are given. This should prove valuable to

researchers in various fields, to find the most appropriate metric for their application,

and to give a better understanding of the state of the art of the field

of image quality metrics.
Series
Høgskolen i Gjøviks rapportserie
2009:5

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