Image quality assessment through a subset of the image data

This paper investigates the possibility of finding a criterion for selecting significant image information able to assess the quality of the whole image. The small class of natural images along with their statistical properties has been analyzed. Preliminary experimental results using SSIM as the visual quality measure are presented; the low statistical errors obtained confirms the effectiveness of this strategy.