A New Moment Based Image Quality Metric

Leida Li, Hancheng Zhu, Deqiang Cheng, Jeng-Shyang Pan
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Abstract

This paper presents a new full-reference image quality measure using discrete orthogonal moments. The sign of the moment is considered and the relative difference of the moments is obtained by comparing the absolute moment difference (AMD) with the magnitude of the original moment. A new quality function is proposed, which is an exponential function of the relative moment difference (RMD). Simulation results show the efficiency of the method.
一种新的基于矩量的图像质量度量
提出了一种基于离散正交矩的全参考图像质量度量方法。考虑了矩的符号,通过将绝对矩差(AMD)与原始矩的大小进行比较,得到了矩的相对差值。提出了一种新的质量函数,即相对矩差(RMD)的指数函数。仿真结果表明了该方法的有效性。
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