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http://dx.doi.org/10.9708/jksci.2010.15.10.059

An efficient Color Edge Fuzzy Interpolation Method for improving a Chromatic Aberration  

Byun, Oh-Sung (현대모비스 기술연구소)
Abstract
Each pixels become got pixel value for color of only one from among colors because of bayer pattern that light receiving device of image sensor which is used in HHP and digital camera writes only one color. Information of the missing pixels could infer perfect color image from using information of neighbor pixels by using CFA(Color Filter Array). In this paper, we derive relation between the average of the data from the light receiving device of image sensor and each color channel data. And by using this relation, a new efficient edge color fuzzy method for color interpolation is proposed. Also, missing luminance signal channel interpolation was fuzzy interpolation along any edges direction for reducing color noise and interpolating efficiently it. And in this paper, the proposed method has been proved improving average 2.4dB than the conventional method by using PSNR. Also, resolution of the image of the proposed method was similar to the original image by visual images, we has been verified to be decreased a chromatic aberration than image of conventional algorithms with simulation result.
Keywords
Color Edge; Luminance Channel; Fuzzy Interpolation; CFA(Color Filter Array); Bayer Pattern; Chromatic Aberration;
Citations & Related Records
Times Cited By KSCI : 5  (Citation Analysis)
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1 William T Freeman, "Method and apparatus for reconstructing missing color samples," U.S. Patent 4,663,655, Polaroid Corporation, 1987.
2 D. R. Cok, "Signal processing method and apparatus for producing interpolated chrominance values in a sampled color image signal," U.S. Patent 4,642,678, Eastman Kodak Company, 1987.
3 X. Wu, W. K. Choi, and P. Bao, "Color Restoration from Digital Camera Data by Pattern Matching," Proceedings of the SPIE's Electronic Imaging Conference, Color Imaging: Device-Independent Color, Color Hardcopy, and Graphic Arts II, Vol. 3018, pp 12-17, 1997.
4 Ping-Sing Tsai, Tinku Acharya, Ajay K. Ray, "Adaptive Fuzzy Color Interpolation," Journal of Electronic Imaging, Vol. 11, No. 3, pp. 293-305, July 2002.   DOI   ScienceOn
5 유재욱, 박대현, 김윤, "3차 회선 보간법에 적응적 매개변수를 적용한 영상 보간," 한국컴퓨터정보학회논문지, 제13권, 제 6호, 163-171쪽, 2008년 11월.   과학기술학회마을
6 James. E. Adams, "Interactions between color plane interpolation and other image processing functions in electronic photography," Proceedings of SPIE, Vol. 2416, pp. 144-151, Feb. 1995.
7 최영우, 조은숙, "색 분산 특징을 이용한 텍스트 추출에서의 손실된 분산 복원," 한국컴퓨터정보학회논문지, 제 14권, 제 10호, 73-82쪽, 2009년 10월.   과학기술학회마을
8 Tadashi Sakamoto, C. Nakanishi, and T. Hase, "Software pixel interpolation for digital still cameras suitable for a 32-bit MCU," IEEE Transactions on Consumer Electronics, Vol. 44, No. 4, pp. 1342-1352, Nov. 1998.   DOI   ScienceOn
9 오현묵, 유두식, 강문기, "분리된 컬러 필터 배열을 이용한 에지 방향 컬러 보간 방법," 대한전자공학회논문지, 제47권, SP편 제 1호, 53-61쪽, 2010년 1월.   과학기술학회마을
10 김영주, "JPEG 영상 복원을 위한 다중 모드 채도 복원과연산 재배열 기반의 시간 최적화된 컬러 변환," 한국컴퓨터정보학회논문지, 제 14권, 제 1호, 135-143쪽, 2009년 1월.   과학기술학회마을
11 조양기, 김희석, "색상 필터 배열을 위한 효율적인 색상 보간 방법," 대한전자공학회논문지, 제 43권, CI편, 제6호, 92-100, 2006년 11월.   과학기술학회마을
12 H. J. Zimmermann, Fuzzy Set Theory and Its Applications, 2nd Kluwer Academic Publishers, 1991.
13 A. Kandel and G. Langholz, Fuzzy Hardware : Architectures and Applications, Kluwer Academic Publishers, 1998.
14 W. XiaoLin, C. K. Wai, and B. Paul, "Color Restoration from Digital Camera Data by Pattern Matching," Proceedings of SPIE, Vol. 3018, pp. 12-17, Feb. 1997.
15 G. A. Laroche and M. A. Prescott, "Apparatus and method for adaptively interpolating a full color image utilize chrominance gradients," U.S. Patent 5,373,322, Eastman Kodak Company, 1994.
16 B. K. Gunturk, , J. Glotzback, and Y. Altunbasak, et al., "Demosaicking: color filter array interpolation," IEEE Signal Processing Magazine, Vol. 22, No. 1, pp. 44-54, Jan. 2005   DOI   ScienceOn
17 R. Lukac, K. N. Plataniotis, D. Hatzinakos, and M. Aleksic, "A new CFA interpolation framework," Signal Process., Vol. 86, No. 7, pp. 1559–1579, July 2006.   DOI   ScienceOn
18 Bryce E. Bayer, "Color imaging array," U.S. Patent 3,97,065, Eastman Kodak Company, 1976.
19 Tinku Acharya and Ping-Sing Tsai, "A New Block Matching Based Color Interpolation Algorithm," Proceedings of The SPIE's Electronic Imaging Conference, Color Imaging: Device- Independent Color, Color Hardcopy, and Graphic Arts IV, Vol. 3648, pp 60-65, 1999.
20 R. H. Hibbard, "Apparatus and method for adaptively interpolating a full color image utilizing luminance gradients," U.S. Patent 5,382,976, Eastman Kodak Company, 1995.
21 J. F. Hamilton, Jr. and J. E. Adams, Jr., "Adaptive color plan interpolation in single sensor color electronic camera," U.S. Patent 5,629,734, Eastman Kodak Company, 1997.