CHEN Yong LI Yuan LV Xia-fu XIE Zheng-xiang FENG Peng. Active assessment of color image quality based on visual perception[J]. Editorial Office of Optics and Precision Engineering, 2013,21(3): 742-750
CHEN Yong LI Yuan LV Xia-fu XIE Zheng-xiang FENG Peng. Active assessment of color image quality based on visual perception[J]. Editorial Office of Optics and Precision Engineering, 2013,21(3): 742-750 DOI: 10.3788/OPE.20132103.0742.
Active assessment of color image quality based on visual perception
According to the shortages existing in passively color image quality assessment currently
this paper researched the five parameters of color image feature quality perceived by human visual: average contrast
average information entropy
mean brightness(gray level)
average level factor
and average bandwidth factor. On the basis of research mentioned above
the quality assessment function of color image(CAF) actively based on disturbance transform was constructed. It found that CAF is the functions of disturbance parameter Delta and Theta. Through the transformation of disturbance parameters
the overall quality evaluation function of color image would achieve the maximum value of CAF
so that the single color image quality could be assessed and improved. Several kinds of color images with narrower band
wider band and whole band spectra were assessed
and it demonstrates that the active assessment method of color image quality by considering the average bandwidth factor and average hierarchy factor conforms to the requirement of human visual subjective evaluation
and can allow the color image obtained by disturbance transformation to be more soft and more hierarchical. This method can not only evaluate the quality of single color image
but also can improve the color image quality by disturbance transformation.