Image quality measures and their performance. Eskicioglu, A. & Fisher, P. Communications, IEEE Transactions on, 43(12):2959 -2965, 12, 1995.
doi  abstract   bibtex   
A number of quality measures are evaluated for gray scale image compression. They are all bivariate, exploiting the differences between corresponding pixels in the original and degraded images. It is shown that although some numerical measures correlate well with the observers' response for a given compression technique, they are not reliable for an evaluation across different techniques. A graphical measure called Hosaka plots, however, can be used to appropriately specify not only the amount, but also the type of degradation in reconstructed images
@article{477498,
	Author = {Eskicioglu, A.M. and Fisher, P.S.},
	Date-Added = {2012-08-28 18:13:41 +0000},
	Date-Modified = {2012-08-28 18:15:03 +0000},
	Doi = {10.1109/26.477498},
	Issn = {0090-6778},
	Journal = {Communications, IEEE Transactions on},
	Keywords = {Hosaka plots;bivariate quality measures;degraded images;graphical measure;gray scale image compression;performance;pixels;reconstructed images;data compression;image coding;image reconstruction;},
	Month = {12},
	Number = {12},
	Pages = {2959 -2965},
	Title = {Image quality measures and their performance},
	Volume = {43},
	Year = {1995},
	Abstract = {A number of quality measures are evaluated for gray scale image compression. They are all bivariate, exploiting the differences between corresponding pixels in the original and degraded images. It is shown that although some numerical measures correlate well with the observers' response for a given compression technique, they are not reliable for an evaluation across different techniques. A graphical measure called Hosaka plots, however, can be used to appropriately specify not only the amount, but also the type of degradation in reconstructed images},
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