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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Dosselmann, R. Xue Dong Yang |
| Copyright Year | 2009 |
| Description | Author affiliation: Department of Computer Science, University of Regina, Saskatchewan, Canada S4S 0A2 (Dosselmann, R.; Xue Dong Yang) |
| Abstract | 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. |
| Starting Page | 112 |
| Ending Page | 116 |
| File Size | 939897 |
| Page Count | 5 |
| File Format | |
| ISBN | 9781424435098 |
| ISSN | 08407789 |
| DOI | 10.1109/CCECE.2009.5090102 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2009-05-03 |
| Publisher Place | Canada |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Image quality Image coding Distortion measurement Humans Computer science Testing Digital cameras Video compression Communication channels Image analysis image quality metric structural similarity index SSIM mean squared error MSE |
| Content Type | Text |
| Resource Type | Article |
| Subject | Electrical and Electronic Engineering Hardware and Architecture |
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