DocumentCode
2154437
Title
Edge oriented directional Color Filter Array interpolation
Author
Pekkucuksen, Ibrahim ; Altunbasak, Yucel
Author_Institution
Center for Signal & Image Process., Georgia Inst. of Technol., Atlanta, GA, USA
fYear
2011
fDate
22-27 May 2011
Firstpage
993
Lastpage
996
Abstract
Most of the current digital cameras feature a single sensor de sign which limits the number of channels recorded at each pixel location to one. However, a color image is represented with three channels for each pixel. Color Filter Array (CFA) interpolation is the process of generating a full three channel color image from a single channel mosaicked input. We pro pose a simple edge strength filter to interpolate the missing color values adaptively. While the filter is readily applicable to the Bayer mosaic pattern, we argue that the same idea could be extended to other mosaic patterns and describe its application to the Lukac mosaic pattern. The proposed solution outperforms other available algorithms for the Lukac pattern in terms of both objective and subjective comparison.
Keywords
Bayes methods; cameras; edge detection; image colour analysis; image representation; image segmentation; interpolation; optical filters; wireless channels; Bayes method; Lukac pattern; channels; color filter array; color image analysis; digital cameras; edge strength filter; image representation; interpolation; mosaic patterns; Arrays; Channel estimation; Color; Image color analysis; Image edge detection; Interpolation; Pixel; Demosaicing; Lukac color filter array; color filter array interpolation; edge oriented interpolation; edge strength filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location
Prague
ISSN
1520-6149
Print_ISBN
978-1-4577-0538-0
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2011.5946573
Filename
5946573
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