Color demosaicing using variance of color differences

被引:145
作者
Chung, King-Hong
Chan, Yuk-Hee
机构
[1] Centre for Multimedia Signal Processing, Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hong Kong
关键词
Bayer sampling; color demosaicing; color filter array; digital camera; interpolation;
D O I
10.1109/TIP.2006.877521
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:2944 / 2955
页数:12
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