DocumentCode
842851
Title
No-Reference Image Quality Analysis for Compressed Video Sequences
Author
Eden, Arnd
Author_Institution
Inst. for Commun. Technol., Tech. Univ. Braunschweig, Braunschweig
Volume
54
Issue
3
fYear
2008
Firstpage
691
Lastpage
697
Abstract
This article presents a study about the visibility of compression artifacts in natural images. The visibility of compression artifacts is determined by viewing experiments. The experiments show a strong correlation between the visibility of compression artifacts and the spatial activity of the images. Furthermore, the article introduces an approach to measure the image quality with regards to the human perception. The approach is based on the PSNR extended by a spatial activity indicator. Its benefits are proven by subjective tests.
Keywords
data compression; image sequences; video coding; visual perception; compressed video sequence; compression artifact visibility; human perception; image quality; natural image; no-reference image quality analysis; spatial activity indicator; Distortion measurement; Humans; Image analysis; Image coding; Image quality; Image sequence analysis; PSNR; Signal processing algorithms; Testing; Video sequences; Image quality; no-reference; video coding; visual system;
fLanguage
English
Journal_Title
Broadcasting, IEEE Transactions on
Publisher
ieee
ISSN
0018-9316
Type
jour
DOI
10.1109/TBC.2008.2001718
Filename
4604800
Link To Document