Gunturk-Altunbasak-Mersereau Alternating Projections Image Demosaicking
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The problem of image demosaicking (or demosaicing) is where an image has been captured through a color lter array (CFA), and the goal is to estimate complete color information at every pixel. This IPOL article describes the image demosaicking method proposed by Gunturk, Altunbasak, and Mersereau in \Color Plane Interpolation Using Alternating Projections." Given an initial demosaicking, the method improves the result by alternatingly applying two dierent projections. One projection copies the green channel’s wavelet detail coecients to the red and blue channels while the other projection constrains the solution to agree with the observed data.
[1] Lei Zhang,et al. Color demosaicking via directional linear minimum mean square-error estimation , 2005, IEEE Transactions on Image Processing.
[2] Yücel Altunbasak,et al. Color plane interpolation using alternating projections , 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.