Title :
A no-reference Blocking Artifacts Visibility Estimator in images
Author :
Yammine, Gilbert ; Wige, Eugen ; Kaup, André
Author_Institution :
Multimedia Commun. & Signal Process., Univ. of Erlangen-Nuremberg, Erlangen, Germany
Abstract :
In this paper, we present a new low-complexity no-reference metric that assesses the visibility of blocking artifacts in DCT-coded images. The metric works in the spatial domain as well as in the gradient image domain without remarkable changes. Our conducted simulations showed that the metric is highly robust among many image distortion databases and extremely consistent with subjective mean opinion scores (MOS). The metric also provides a blocking visibility map that can be used for adaptive filtering of blocking artifacts.
Keywords :
adaptive filters; discrete cosine transforms; image coding; DCT-coded image; adaptive filtering; blocking visibility map; discrete cosine transform; gradient image domain; image distortion database; no-reference blocking artifact visibility estimator; no-reference metric; spatial domain; subjective mean opinion score; Correlation; Databases; Image coding; Mathematical model; Measurement; Streaming media; Transform coding; No-reference metric; adaptive filtering; blocking artifacts; quality assessment; subjective tests;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5652927