| 客观评价彩色图像编码质量的模糊积分方法 |
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| 引用本文： | 李均利,陈刚,满家巨.客观评价彩色图像编码质量的模糊积分方法[J].计算机辅助设计与图形学学报,2005,17(8):1823-1827. |
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| 作者姓名： | 李均利 陈刚 满家巨 |
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| 作者单位： | 1. 宁波大学信息科学与工程学院,宁波,315211
2. 湖南师范大学计算机系,长沙,410081 |
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| 基金项目： | 国家自然科学基金（60302012）;宁波市重点博士基金（2003A61006）：湖南省教育厅资助科研项目（048037） |
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| 摘 要： | 为了客观地评价彩色图像的编码质量．首先将彩色图像的RGB颜色模式转化成YUV颜色模式；然后在YUV颜色空间中采用图像的三构件模型．并以模糊测度和模糊积分为工具，给出了一种客观评价彩色图像编码质量的新方法．实验结果表明．该方法和人的主观评价方法MOS的相关系数为0．92．大大高于常用的峰值信噪比和MOS的相关系数0．69．
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| 关 键 词： | 颜色空间 图像三构件模型 模糊测度 模糊积分 |
| 收稿时间： | 2004-04-01 |
| 修稿时间： | 2004-04-01 |
Fuzzy Integral Based Objective Assessment of Coding Quality of Color Image |
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| Li Junli,Chen Gang,Man Jiaju.Fuzzy Integral Based Objective Assessment of Coding Quality of Color Image[J].Journal of Computer-Aided Design & Computer Graphics,2005,17(8):1823-1827. |
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| Authors: | Li Junli Chen Gang Man Jiaju |
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| Abstract: | In order to assess the coding qualities of color image objectively, based on the YUV color model and the image three-component model, a new objective assessment approach of coding qualities of color images is proposed. Fuzzy measure and fuzzy integral are the main mathematical tools employed in the approach. Experiments show that the correlation coefficient between the proposed approach and the human subjective assessment mean opinion score (MOS) is 0.92, much higher than 0.69, the correlation coefficient of conventional PSNR with MOS. |
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| Keywords: | color space image three-component model fuzzy measure fuzzy integral |
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