DocumentCode
827901
Title
Color plane interpolation using alternating projections
Author
Gunturk, Bahadir K. ; Altunbasak, Yucel ; Mersereau, Russell M.
Author_Institution
Center for Signal & Image Process., Georgia Inst. of Technol., Atlanta, GA, USA
Volume
11
Issue
9
fYear
2002
fDate
9/1/2002 12:00:00 AM
Firstpage
997
Lastpage
1013
Abstract
Most commercial digital cameras use color filter arrays to sample red, green, and blue colors according to a specific pattern. At the location of each pixel only one color sample is taken, and the values of the other colors must be interpolated using neighboring samples. This color plane interpolation is known as demosaicing; it is one of the important tasks in a digital camera pipeline. If demosaicing is not performed appropriately, images suffer from highly visible color artifacts. In this paper we present a new demosaicing technique that uses inter-channel correlation effectively in an alternating-projections scheme. We have compared this technique with six state-of-the-art demosaicing techniques, and it outperforms all of them, both visually and in terms of mean square error.
Keywords
cameras; correlation methods; image colour analysis; interpolation; optical filters; alternating projections; color artifacts; color filter arrays; color plane interpolation; demosaicing; digital cameras; inter-channel correlation; Digital cameras; Digital filters; Image processing; Interpolation; Lattices; Mean square error methods; Pipelines; Signal processing; Spline;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2002.801121
Filename
1036049
Link To Document