Training-based demosaicing

Typical digital cameras use a single-chip image sensor covered with a mosaic of red, green, and blue color filters for capturing color information. At each pixel location, only one of the three color values is known. The interpolation of the two missing color values at each pixel in a color filter array image (CFA) is called demosaicing.

[1]  Ron Kimmel,et al.  Demosaicing: Image Reconstruction from Color CCD Samples , 1998, ECCV.

[2]  Jr. James E. Adams,et al.  Design of practical color filter array interpolation algorithms for digital cameras , 1997, Electronic Imaging.

[3]  Charles A. Bouman,et al.  Optimized universal color palette design for error diffusion , 1995, J. Electronic Imaging.

[4]  Yoav Freund,et al.  Experiments with a New Boosting Algorithm , 1996, ICML.

[5]  Thomas W. Parks,et al.  Adaptive homogeneity-directed demosaicing algorithm , 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).