基于多尺度灰世界算法的褪色图像色彩增强

Wang-Jun Kyung, Dae-Chul Kim, Ho-Gun Ha, Yeong-Ho Ha
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引用次数: 5

摘要

提出了一种基于多尺度灰世界算法的彩色增强算法。首先,采用多尺度掩模进行局部处理;得到每个多尺度掩模的系数,应用灰世界算法。然后,对系数和权值进行积分,计算灰色世界假设下红蓝通道的校正比。最后,将积分系数应用于灰度世界算法,得到校正后的图像。实验结果表明,该方法对完全褪色和部分褪色的图像都具有较好的再现效果。
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Color enhancement for faded images based on multi-scale gray world algorithm
This paper presents a color enhancement algorithm based on multi-scale gray world algorithm for faded images. First, the proposed method adopts local process by using multi-scale mask. The coefficients for each multi-scale mask are obtained to apply the gray world algorithm. Then, integrating the coefficients with weights is performed to calculate correction ratio for red and blue channels in the gray world assumption. Finally, the corrected image is obtained by applying the integrated coefficients to the gray world algorithm. In the experimental results, the proposed method reproduces better colors for both wholly and partially faded images compared with the previous methods.
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