OBJECTIVE PICTURE QUALITY SCALE (PQS) FOR IMAGE-CODING

Citation
M. Miyahara et al., OBJECTIVE PICTURE QUALITY SCALE (PQS) FOR IMAGE-CODING, IEEE transactions on communications, 46(9), 1998, pp. 1215-1226
Citations number
50
Categorie Soggetti
Telecommunications,"Engineering, Eletrical & Electronic
ISSN journal
00906778
Volume
46
Issue
9
Year of publication
1998
Pages
1215 - 1226
Database
ISI
SICI code
0090-6778(1998)46:9<1215:OPQS(F>2.0.ZU;2-N
Abstract
A new methodology for the determination of an objective metric for sti ll image coding is reported. This methodology is applied to obtain a p icture quality scale (PQS) for the coding of achromatic images over th e full range of image quality defined by the subjective mean opinion s core (MOS), This PQS takes into account the properties of visual perce ption for both global features and localized disturbances. PQS closely approximates the MOS, with a correlation coefficient of more than 0.9 2, as compared to 0.57 obtained using the conventional weighted mean-s quare error (WMSE). Extensions and applications of the methodology and of the resulting metric are discussed.