Title :
A Design Framework of Digital Camera Images Using Edge Adaptive and Directionally Weighted Color Interpolation Algorithm
Author :
Thakur, Rajesh Kumar ; Tripathy, Animesh ; Ray, Ajoy Kumar
Author_Institution :
Sch. of Comput. Sci. & Eng., KIIT Univ., India
Abstract :
Color interpolation or demosaicing is a process by which a raw image generated by digital still cameras with the help of color filter array (CFA) are converted to a full color image by estimating the missing color components of each pixel from its neighbors. An edge adaptive and directional weighted color interpolation scheme is hence proposed in this paper. Directional interpolation with finer edge orientations and corresponding weight adjustments are utilized to suppress undesirable artifacts around line edges. Empirical and visual results demonstrate that the proposed method effectively produces a full color image from the CFA with minimum noise.
Keywords :
cameras; edge detection; image colour analysis; image resolution; interpolation; optical filters; CFA; color filter array; demosaicing; digital camera image; digital still camera; directionally weighted color interpolation algorithm; edge adaptive color interpolation algorithm; edge orientation; full color image; line edge; missing color component estimation; Algorithm design and analysis; Color; Colored noise; Computer science; Design engineering; Design optimization; Digital cameras; Digital filters; Interpolation; Pixel; Bayer CFA; Color Interpolation; Demosaicing;
Conference_Titel :
Computational Sciences and Optimization, 2009. CSO 2009. International Joint Conference on
Conference_Location :
Sanya, Hainan
Print_ISBN :
978-0-7695-3605-7
DOI :
10.1109/CSO.2009.383