Title :
Structure and Hue Similarity for Color Image Quality Assessment
Author :
Shi, Yunyu ; Ding, Youdong ; Zhang, Ranran ; Li, Jun
Author_Institution :
Sch. of Comput. Eng. & Sci., Shanghai Univ., Shanghai
Abstract :
An improved model (SHSIM) for color image quality assessment is proposed in this paper, which is based on the fact that structural and color information are all important for human viewers to evaluate images quality. The relative importance values of two components are determined through the experiments. Our experimental results indicate that SHSIM performs a little better than SSIM which focus on structural information of images, and better than CD-PSNR which works with color information only.
Keywords :
image colour analysis; CD- PSNR; color image quality assessment; color information; hue similarity; structure similarity; Color; Data mining; Distortion measurement; Humans; Image quality; Layout; Predictive models; Quality assessment; Visual perception; White noise;
Conference_Titel :
Electronic Computer Technology, 2009 International Conference on
Conference_Location :
Macau
Print_ISBN :
978-0-7695-3559-3
DOI :
10.1109/ICECT.2009.116
