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Objective Quality Estimation for Digital Images in Multimedia Environments

 
: Gerfelder, N.; Müller, W.

Univ. of Derby, Colour and Imaging Institute:
Colour Imaging in Multimedia. CIM '98
Derby: University of Derby, 1998
S.211-226
CIM <1, 1998, Derby, UK>
Englisch
Konferenzbeitrag
Fraunhofer IGD ()
color reproduction; GQME; image quality; MTFA; PQS; quality estimation; SQRI

Abstract
In the context of multimedia and hypermedia systems, the aspects of image quality measurement and guarantee are gaining increasingly in importance. To achieve this goal, two tasks have to be fulfilled: First, the definition and implementation of methods for complete media quality control is necessary. Secondly, suitable quality levels for visual presentations in the context of task specific requirements, compression and bandwidth limitation have to be achieved. At the beginning we will provide a definition and discussion of the term quality with respect to the use of visual information in multimedia applications. This leads to the development of a classification scheme for image quality aspects, which shows the relationships between task oriented presentations and quality aspects, quality parameters and quality control. After this, a short introduction into state-of the art image quality measurement is given and the advantages and limitations of the individual techniques are discussed. Considering the analysis of the objective measurement methods MTFA and SQRI, we present two enhancements that allow the application of these two measurements to digital systems. Our modifications and enhancements treat the aspects of frequency amplification and attenuation and the consideration of the human perception threshold. As an application of our classification scheme and enhancements of MTFA and