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Image Quality Enhancement Algorithm by using Picture Naturalness Index and Minimizing loss of Picture Colorfulness

机译:通过使用图像自然度指数并最小化图像色彩损失的图像质量增强算法

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A display is a viewer-judging product and thus the perceptive image quality of flat panel display is one of the most significant indicators. Most image quality model assumes major two indicators-image colorfulness and naturalness- as the significant constraint to determine image quality. In this paper, we focused on image naturalness. Using the naturalness index, we corrected pixels to show more evenly natural. In this process an alternative parameter of colorfulness can be decreased. So, we added extra step to compensate the image colorfulness using color difference. Based on this electro physical value, simulated image can fit on original colorfulness. The results were verified by subjective experiment, with 15 viewers.
机译:显示器是观看者判断的产品,因此,平板显示器的可感知图像质量是最重要的指标之一。大多数图像质量模型都将主要两个指标(图像色彩和自然度)作为确定图像质量的重要约束。在本文中,我们专注于图像自然性。使用自然指数,我们校正了像素以使其显示得更均匀自然。在此过程中,可以降低色彩的替代参数。因此,我们增加了额外的步骤以使用色差补偿图像的色彩鲜艳。基于此电物理值,模拟图像可以适合原始色彩。结果由主观实验验证,共有15位观众。

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