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
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;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2011.5946573