DocumentCode
758765
Title
Color Demosaicing Using Variance of Color Differences
Author
Chung, King-Hong ; Chan, Yuk-Hee
Author_Institution
Dept. of Electron. & Inf. Eng., Centre for Multimedia Signal Process., Hong Kong
Volume
15
Issue
10
fYear
2006
Firstpage
2944
Lastpage
2955
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
Keywords
image colour analysis; image denoising; image texture; interpolation; adaptive demosaicing algorithm; color artifact reduction; color demosaicing; color difference variance; edge directions; green plane interpolation; missing blue component; missing green samples; missing red component; texture regions; Color; Costs; Digital cameras; Digital filters; Heuristic algorithms; Image sampling; Image sensors; Interpolation; Sensor arrays; Signal processing algorithms; Bayer sampling; color demosaicing; color filter array; digital camera; interpolation;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2006.877521
Filename
1703585
Link To Document