基于SSIM的印刷图像质量评价研究

徐 敏, 郑元林

包装工程(技术栏目) ›› 2012 ›› Issue (5) : 98-101.

包装工程(技术栏目) ›› 2012 ›› Issue (5) : 98-101.

基于SSIM的印刷图像质量评价研究

  • 徐 敏1, 郑元林2
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Research of Printed Image Quality Based on SSIM

  • XU Min1, ZHENG Yuan-lin2
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摘要

利用心理物理学实验方法,对10幅ISO标准图像进行了印刷图像的视觉评价实验,分析了颜色、对比度、阶调等图像属性在图像评价中的权重,并分析了MSE,PSNR和SSIM模型在印刷图像评价时的性能。结果表明,结构相似度模型具有较好的性能,在印刷品质量评价中有较好的应用前景。

Abstract

Visual experiments were carried out on 10 ISO images using psychophysics experiment method. Weight of image attributes, such as color, contrast, and tone, was analyzed. Three metrics, i.e. MSE, PSNR and structural similarity index (SSIM), were analyzed. The result showed that SSIM is better than others when they are used to evaluate printed images.

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徐 敏, 郑元林. 基于SSIM的印刷图像质量评价研究[J]. 包装工程(技术栏目). 2012(5): 98-101
XU Min, ZHENG Yuan-lin. Research of Printed Image Quality Based on SSIM[J]. Packaging Engineering. 2012(5): 98-101

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