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Reversible color transform for Bayer color filter array images

机译:拜耳彩色滤光片阵列图像的可逆颜色转换

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In this paper, we propose a reversible color transform (RCT) for color images acquired through a Bayer pattern color filter array. One existing RCT with fixed coefficients is simple to implement. However, it is not adaptive to each of input images. Another existing RCT based on eigenvector of covariance matrix of color components, which is equivalent to Karhunen–Loève transform (KLT), is adaptive. However, it requires heavy computational load. We remove a redundant part of this existing method, utilizing fixed statistical relation between two green components at different locations. Comparing to the KLT-based existing RCT, it was observed that the proposed RCT keeps adaptability and has better coding performance, even though its computational load is reduced.
机译:在本文中,我们为通过拜耳(Bayer)模式滤色镜阵列获取的彩色图像提出了可逆颜色变换(RCT)。现有的具有固定系数的RCT易于实现。但是,它不适用于每个输入图像。现有的另一种基于颜色分量协方差矩阵特征向量的RCT是自适应的,它等效于Karhunen-Loève变换(KLT)。但是,这需要大量的计算负荷。我们利用不同位置的两个绿色组件之间的固定统计关系,删除了此现有方法的多余部分。与基于KLT的现有RCT相比,可以发现,尽管RCT的计算量减少了,但它仍保持了适应性并具有更好的编码性能。

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