AN EMPIRICAL ASSESSMENT OF THE STRUCTURAL SIMILARITY INDEX

被引：0

作者：

Dosselmann, Richard ^{[1
]}

Yang, Xue Dong ^{[1
]}

机构：

[1] Univ Regina, Dept Comp Sci, Regina, SK S4S 0A2, Canada

来源：

2009 IEEE 22ND CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1 AND 2 | 2009年

关键词：

structural similarity index; SSIM; mean squared error; MSE; image quality metric; STATISTICAL EVALUATION; QUALITY;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

This research evaluates the performance of the structural similarity index. An increasingly popular image quality metric, the structural similarity index is essentially a measure of the statistical correlation of two images. Its alleged strengths and advantages are widely acclaimed. For an arbitrary set of test images, however, statistical regression reveals a surprisingly high degree of association between the index and the fallible mean squared error, despite claims to the contrary on the part of its designers. This discovery suggests a much closer relationship between these two metrics.

引用

页码：1154 / 1158

页数：5

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