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Quality measure of color images based on properties ofvision psychology and color distortion in MPEG-21 被引量:2

Quality measure of color images based on properties of vision psychology and color distortion in MPEG-21
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摘要 In this article, a new way to evaluate the quality of color images is proposed, in which the properties of human vision psychology, objective fidelity, edge information, and color distortion will be combined through utilizing 3-D matrix transform. There exists color redundancy and structural similarity between three different frames of a color image, the definition of vision properties will be measured by 3-D submatrix integration transform (SIT), in which three color components are integrated into one model and color redundancy can be exploited fully. The simulation results show that the measure index is very effective and objective in accord with vision properties. In this article, a new way to evaluate the quality of color images is proposed, in which the properties of human vision psychology, objective fidelity, edge information, and color distortion will be combined through utilizing 3-D matrix transform. There exists color redundancy and structural similarity between three different frames of a color image, the definition of vision properties will be measured by 3-D submatrix integration transform (SIT), in which three color components are integrated into one model and color redundancy can be exploited fully. The simulation results show that the measure index is very effective and objective in accord with vision properties.
出处 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2007年第2期112-119,共8页 中国邮电高校学报(英文版)
基金 This work is supported by the National Natural Science Foundation of China(60372060) by Changchun Science&Technology Project(03-037G10).
关键词 color image quality measure vision property 3-D submatrix integration transform PSNR MPEG-21 color image, quality measure, vision property, 3-D submatrix integration transform, PSNR, MPEG-21
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