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基于颜色差异方差的彩色去马赛克

Color demosaicing using variance of color differences.

作者信息

Chung King-Hong, Chan Yuk-Hee

机构信息

Centre for Multimedia Signal Processing, Department of Electronic and Information Engineering, The Hong Kong Polytechnic University.

出版信息

IEEE Trans Image Process. 2006 Oct;15(10):2944-55. doi: 10.1109/tip.2006.877521.

Abstract

This paper presents an adaptive demosaicing algorithm. Missing green samples are first estimated based on the variances of the color differences along different edge directions. The missing red and blue components are then estimated based on the interpolated green plane. This algorithm can effectively preserve the details in texture regions and, at the same time, it can significantly reduce the color artifacts. As compared with the latest demosaicing algorithms, the proposed algorithm produces the best average demosaicing performance both objectively and subjectively.

摘要

本文提出了一种自适应去马赛克算法。首先根据不同边缘方向上颜色差异的方差估计缺失的绿色样本。然后基于插值后的绿色平面估计缺失的红色和蓝色分量。该算法能够有效保留纹理区域的细节,同时显著减少颜色伪像。与最新的去马赛克算法相比,该算法在客观和主观上均产生了最佳的平均去马赛克性能。

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