DocumentCode
1518975
Title
Edge Strength Filter Based Color Filter Array Interpolation
Author
Pekkucuksen, Ibrahim ; Altunbasak, Yucel
Author_Institution
Dept. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Volume
21
Issue
1
fYear
2012
Firstpage
393
Lastpage
397
Abstract
For economic reasons, most digital cameras use color filter arrays instead of beam splitters to capture image data. As a result of this, only one of the required three color samples becomes available at each pixel location and the other two need to be interpolated. This process is called Color Filter Array (CFA) interpolation or demosaicing. Many demosaicing algorithms have been introduced over the years to improve subjective and objective interpolation quality. We propose an orientation-free edge strength filter and apply it to the demosaicing problem. Edge strength filter output is utilized both to improve the initial green channel interpolation and to apply the constant color difference rule adaptively. This simple edge directed method yields visually pleasing results with high CPSNR.
Keywords
cameras; filtering theory; image colour analysis; interpolation; optical beam splitters; CFA interpolation; CPSNR; beam splitter; color difference rule; color filter array interpolation; digital camera; image data capture; image demosaicing algorithm; initial green channel interpolation; objective interpolation quality; orientation-free edge strength filter; subjective interpolation quality; Arrays; Channel estimation; Image color analysis; Image edge detection; Interpolation; Pixel; Silicon; Color filter array (CFA) interpolation; demosaicing; edge-directed interpolation; orientation-free edge filter; Algorithms; Color; Colorimetry; Filtration; Image Enhancement; Image Interpretation, Computer-Assisted; Lighting; Reproducibility of Results; Sensitivity and Specificity;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2011.2155073
Filename
5770218
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