Title :
Visual features for image quality assessment with reduced reference
Author :
Carnec, Mathieu ; Le Callet, Patrick ; Barba, Dominique
Author_Institution :
Institut Galilee, Paris 13 Univ., France
Abstract :
This paper focuses on the definition and selection of features to design a reduced description image quality assessment method. For such methods, the main problem is the choice of the features which constitute this reduced description. The best features are the ones which enable to produce the highest correlation between produced quality scores and subjective ones. So we test several feature types and measure their impact for image quality assessment. We show that the use of structural information and the combination of different feature types permit to get high performances.
Keywords :
image processing; image quality assessment method; reduced reference; visual features; Distortion measurement; Feature extraction; Guidelines; Humans; Image converters; Image quality; Performance evaluation; Quality assessment; Testing; Visual system;
Conference_Titel :
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN :
0-7803-9134-9
DOI :
10.1109/ICIP.2005.1529777