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
Link To Document :
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