Title :
Effective color interpolation in CCD color filter array using signal correlation
Author :
Pei, Soo-Chang ; Tam, Io-Kuong
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
We propose an effective color filter array interpolation method for digital still cameras using a simple image model that correlates the R, G, B channels. The main contribution of this paper is that we propose a low complexity interpolation method to improve the image quality. Simulation results verify that the proposed method obtain superior image quality. The G channel of the proposed method outperforms the bilinear method by 6.34 dB, and the R, B channels have a 7.69 dB improvement in average. Furthermore, the complexity of the proposed method is acceptable compared with the existing methods
Keywords :
cameras; charge-coupled device circuits; computational complexity; correlation methods; image colour analysis; interpolation; optical filters; B channel; CCD color filter array; G channel; R channel; RGB channels correlation; bilinear method; color interpolation; digital still cameras; image model; image quality; low complexity interpolation method; signal correlation; simulation results; Charge coupled devices; Color; Costs; Digital cameras; Digital filters; Electronic mail; Equations; Image edge detection; Image quality; Interpolation;
Conference_Titel :
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-6297-7
DOI :
10.1109/ICIP.2000.899455