Title :
Image quality evaluation based on human visual perception
Author :
Asano, Toshio ; Takagi, Yuji ; Kondo, Takahiro ; Yao, Jun ; Liu, Wei
Author_Institution :
Hiroshima Inst. of Technol., Hiroshima, Japan
Abstract :
A novel method that evaluates the color uniformity grade of electronic displays using a mura (non-uniform region) index E is presented. The visual perceptual filter is defined by using the color contrast sensitivity function as the extension of CIELAB color system at high spatial frequencies. The non-uniform images captured by a color camera are converted into CIELAB images. The images are transformed into frequency domains, and filtered by the newly defined visual perceptual filter. The experimental results showed strong relations between human sensory evaluation scores and the mura index E values. The experimental results of luminance variation samples are also reported.
Keywords :
cameras; colour displays; filtering theory; frequency-domain analysis; image colour analysis; image sampling; visual perception; CIELAB image color system; color camera; color contrast sensitivity function; color uniformity grade; electronic display; frequency domain analysis; human sensory evaluation score; human visual perception; image quality evaluation; image transformation; luminance variation sampling; mura index E value; nonuniform image region; visual perceptual filter; Equations; Filtering; Humans; Image color analysis; Indexes; Sensitivity; Visualization;
Conference_Titel :
IECON 2011 - 37th Annual Conference on IEEE Industrial Electronics Society
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-61284-969-0
DOI :
10.1109/IECON.2011.6119639