On the Mathematical Properties of the Structural Similarity Index

Since its introduction in 2004, the structural similarity (SSIM) index has gained widespread popularity as a tool to assess the quality of images and to evaluate the performance of image processing algorithms and systems. There has been also a growing interest of using SSIM as an objective function...

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Bibliographic Details
Published in:	IEEE transactions on image processing Vol. 21; no. 4; pp. 1488 - 1499
Main Authors:	Brunet, D., Vrscay, E. R., Zhou Wang
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.04.2012
Subjects:	Algorithms Artificial Intelligence Cone metrics Correlation Distortion measurement Extraterrestrial measurements Image Enhancement - methods Image Interpretation, Computer-Assisted - methods Indexes normalized metrics Optimization Pattern Recognition, Automated - methods perceptually optimized algorithms and methods quality metrics and assessment tools quasi-convexity and convexity Reproducibility of Results Sensitivity and Specificity Signal Processing, Computer-Assisted structural similarity (SSIM) index Subtraction Technique
ISSN:	1057-7149, 1941-0042, 1941-0042
Online Access:	Get full text
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