DocumentCode :
2577811
Title :
Demosaicing algorithm based on color correlation
Author :
Kim, Heechang ; Jung, Tae-young ; Park, Sanjun ; Jeong, Jechang
Author_Institution :
Dept. of Electron. & Comput. Eng., Hanyang Univ., Seoul, South Korea
fYear :
2009
fDate :
6-8 May 2009
Firstpage :
1
Lastpage :
4
Abstract :
Most commercial digital still cameras use a single sensor array (e.g., CMOS or CCD) with color filter array (CFA) to reduce the cost and size. Since the image obtained with CFA has only one color value per pixel, the demosaicing is needed to acquire missing two color values. Although many demosaicing methods have been proposed, they still have artifacts such as rainbow and zippering artifact. In this paper, we propose the simple demosaicing algorithm using tendency of neighbor pixels with the enhanced weighting function. In the experimental results, our algorithm shows much better subjective qualities of the images than conventional demosaicing algorithm and improves objective qualities.
Keywords :
correlation methods; filtering theory; image colour analysis; interpolation; Bayer color filter; color correlation; color filter array; color interpolation; commercial digital still cameras; demosaicing algorithm; rainbow; single sensor array; weighting function; zippering artifact; CMOS image sensors; Charge coupled devices; Charge-coupled image sensors; Costs; Digital cameras; Digital filters; Image sensors; Interpolation; Pixel; Sensor arrays; Bayer color filter; Color interpolation; Demosaicing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Picture Coding Symposium, 2009. PCS 2009
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-4593-6
Electronic_ISBN :
978-1-4244-4594-3
Type :
conf
DOI :
10.1109/PCS.2009.5167463
Filename :
5167463
Link To Document :
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