Adaptive filtering for color filter array demosaicking

IEEE Transactions on Image Processing

Volumn 16, Issue 10, 2007, Pages 2515-2525

  Lian, Nai Xiang ^a   Chang, Lanlan ^a   Tan, Yap Peng ^a   Zagorodnov, Vitali ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

Adaptive filtering; Color filter array (CFA); Demosaicking; Digital cameras; Luminance

Indexed keywords

ADAPTIVE FILTERING; COMPUTER SIMULATION; DIGITAL CAMERAS; IMAGE ACQUISITION; IMAGE QUALITY; IMAGE RECONSTRUCTION; LUMINANCE; PIXELS; SIGNAL TO NOISE RATIO;

COLOR FILTER ARRAY; DEMOSAICKING; FREQUENCY ANALYSIS;

COLOR IMAGE PROCESSING;

ALGORITHM; ARTICLE; COLOR; COLORIMETRY; COMPUTER ASSISTED DIAGNOSIS; COMPUTER GRAPHICS; FILTRATION; IMAGE ENHANCEMENT; INFORMATION RETRIEVAL; MATHEMATICAL COMPUTING; METHODOLOGY; PHOTOGRAPHY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING;

ALGORITHMS; COLOR; COLORIMETRY; COMPUTER GRAPHICS; FILTRATION; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; INFORMATION STORAGE AND RETRIEVAL; NUMERICAL ANALYSIS, COMPUTER-ASSISTED; PHOTOGRAPHY; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 34648820371     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2007.904459     Document Type: Article

References (31)

1. B. Bayer, "Color imaging array," U.S. Patent 3 97, 065, 1976.
2. D. Cok, "Signal Processing method and apparatus for producing interpolated chrominance values in a sampled color image signal," U.S. Patent 4 642 678, 1987.
3. J. Adams, "Interactions between color plane interpolation and other image processing functions in electronic photography," in Proc. SPIE Cameras and Systems for Electronic Photography and Scientific Imaging 1995, vol. 2416, pp. 144-151.
4. R. Kimmel, "Demosaicing: Image reconstruction from color CCD samples," IEEE Trans. Image Process., vol. 7, no. 3, pp. 1221-1228, Mar. 1999.
5. C. Laroche and M. Prescott, "Apparatus and method for adaptively interpolating a full color image utilizing chrominance gradients," U.S. Patent 5 373 322, 1994.
6. J. Hamilton and J. Adams, "Adaptive color plane interpolation in single sensor color electronic camera," U.S. Patent 5 629 734, 1997.
7. X. Wu and N. Zhang, "Primary-consistent soft-decision color demosaicking for digital cameras," IEEE Trans. Image Process., vol. 13, no. 9, pp. 1263-1274, Sep. 2004.
8. K. Hirakawa and T. W. Parks, "Adaptive homogeneity-directed demosaicing algorithm," IEEE Trans. Image Process., vol. 14, no. 3, pp. 360-369, Mar. 2005.
9. K. Hirakawa and T. W. Parks, "Joint demosaicing and denoising," IEEE Trans. Image Process., vol. 15, no. 8, pp. 2146-2157, Aug. 2006.
10. J. Portilla, D. Otaduy, and C. Dorronsoro, "Low-complexity linear demosaicing using joint spatial-chromatic image statistics," presented at the IEEE Int. Conf. Image Processing, Oct. 2005.
11. A. K. Jain, Fundamentals of Digital Image Processing. Englewood Cliffs, NJ: Prentice-Hall, 1989.
12. J. S. Lim, Two-Dimensional Signal and Image Processing. Englewood Cliffs, NJ: Prentice-Hall, 1989.
13. S. C. Pei and I. K. Tam, "Effective color interpolation in CCD color filter array using signal correlation," IEEE Trans. Circuits Syst. Video Technol., vol. 13, no. 6, pp. 503-513, Jun. 2003.
14. X. Li, "Demosaicing by successive approximation," IEEE Trans. Image Process., vol. 14, no. 3, pp. 370-379, Mar. 2005.
15. B. K. Gunturk, Y. Altunbasak, and R. M. Mersereau, "Color plane interpolation using alternating projections," IEEE Trans. Image Process., vol. 11, no. 9, pp. 997-1013, Sep. 2002.
16. D. Alleysson, S. Susstrunk, and J. Herault, "Linear demosaicking inspired by human visual system," IEEE Trans. Image Process., vol. 14, no. 4, pp. 439-449, Apr. 2005.
17. N.-X. Lian, L. Chang, and Y.-P. Tan, "Improved color filter array demosaicking by accurate luminance estimation," presented at the IEEE Int. Conf. Image Processing, Sep. 2005.
18. N.-X. Lian, V. Zagorodnov, and Y.-P. Tan, "Edge-preserving image denoising via optimal color space projection," IEEE Trans. Image Process., vol. 15, no. 9, pp. 2575-2587, Sep. 2006.
19. T. W. Freeman, "Median filter for reconstructing missing color samples," U.S. Patent 4 724 395, 1988.
20. X. Li and M. T. Orchard, "New edge-directed interpolation," IEEE Trans. Image Process., vol. 10, no. 10, pp. 1521-1527, Oct. 2001.
21. J. W. Glotzbach and R. W. Schafer, "A method of color filter array interpolation with alias cancellation properties," in Proc. Int. Conf. Image Processing, Thessaloniki, Greece, 2001, vol. 1, pp. 141-144.
22. B. K. Gunturk, J. W. Glotzbach, Y. Altunbasak, R. W. Schafer, and R. M. Mersereau, "Demosaicking: Color filter array interpolation," IEEE Signal Process. Mag., vol. 22, no. 1, pp. 44-54, Jan. 2005.
23. L. Chang and Y. P. Tan, "Effective use of spatial and spectral correlations for color filter array demosaicking," IEEE Trans. Consum. Electron., vol. 50, pp. 355-365, Feb. 2004.
24. F. W. Campbell and J. Kulikowski, "Orientational selectivity of the human visual system," J. Physiol., vol. 187, no. 2, pp. 437-445, 1966.
25. M. J. McMahon and D. I. A. MacLeod, "The origin of the oblique effect examined with pattern adaptation and masking," J. Vis., vol. 3, no. 3, pp. 230-239, 2003.
26. M. Vetterli and J. Kovacevic, Wavelets and Subband Coding. Englewood Cliffs, NJ: Prentice-Hall, 1995.
27. R. Rajeev, E. Wesley, L. Griff, and S. William, "Demosaicking methods for bayer color arrays," J. Electron. Imag., 2002.
28. Adobe Photoshop CS2 Camera Raw Plug-In [Online]. Available: http:// www.adobe.com/products/Photoshop/cameraraw.html
29. W. Lu and Y.-P. Tan, "Color filter array demosaicking: New method and performance measures," IEEE Trans. Image Process., vol. 12, no. 10, pp. 1194-1210, Oct. 2003.
30. X. Zhang, S-Cielab: A Spatial Extension to the CIE LAB Delta E Color Difference Metric 1998 [Online]. Available: http://white.stanford.edu/ html/xmei/scielab/scielab.html
31. D. Alleysson, S. Susstrunk, and J. Herault, Supplementary Material for Linear Demosaicking Inspired by Human Visual System [Online]. Available: http://ivrgwww.epfl.ch/index.php?name=IEEE_Demosaicing