Title :
Color Demosaicking Using Direction Similarity in Color Difference Spaces
Author :
Yuk, Carman K M ; Au, Oscar C. ; Li, Richard Y M ; LAM, Sui-Yuk
Author_Institution :
Dept. of Electron. & Comput. Eng., Hong Kong Univ. of Sci. & Technol.
Abstract :
This paper proposes a color demosaicking algorithm which adaptively selects direction for interpolation based on similarity of the directions in the color difference spaces. As color differences are usually smooth along the edge, the paper proposed to estimate missing channels by selecting a direction which has higher score in similarity measurement. The complexity of our proposed method is low that only addition, subtraction and shifting are required. Experimental results show that our proposed algorithm has relative high PSNR and improvement in the visual quality of reconstructed images comparing to that of state-of-art demosaicking algorithms
Keywords :
computational complexity; image reconstruction; interpolation; optical filters; color demosaicking; color difference spaces; complexity; direction similarity; image reconstruction; interpolation; visual quality; Charge coupled devices; Color; Digital cameras; Digital images; Filters; Gold; Image reconstruction; Interpolation; PSNR; Space technology;
Conference_Titel :
Circuits and Systems, 2007. ISCAS 2007. IEEE International Symposium on
Conference_Location :
New Orleans, LA
Print_ISBN :
1-4244-0920-9
Electronic_ISBN :
1-4244-0921-7
DOI :
10.1109/ISCAS.2007.378405