Data adaptive filters for demosaicking: A framework

IEEE Transactions on Consumer Electronics

Volumn 51, Issue 2, 2005, Pages 560-570

  Lukac, Rastislav ^a   Plataniotis, Konstantinos N ^a  

^a UNIVERSITY OF TORONTO   (Canada)

Author keywords

Bayer pattern; Camera image processing; Color filter array interpolation; Data adaptive filters; Demosaicking; Digital camera; Single sensor imaging

Indexed keywords

ALGORITHMS; CAMERAS; COLOR IMAGE PROCESSING; CONFORMAL MAPPING; IMAGE QUALITY; INTERPOLATION; MATHEMATICAL MODELS; PATTERN RECOGNITION; SPECTRUM ANALYSIS; STATISTICAL METHODS;

BAYER PATTERN; CAMERA IMAGE PROCESSING; COLOR FILTER ARRAY INTERPOLATION; DATA ADAPTIVE FILTERS; DEMOSAICKING; DIGITAL CAMERA; SINGLE-SENSOR IMAGING;

ADAPTIVE FILTERING;

EID: 24044463577     PISSN: 00983063     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCE.2005.1468002     Document Type: Article

References (34)

1. G. Wyszecki, and W. S. Stiles, Color Science, Concepts and Methods, Quantitative Data and Formulas. John Wiley, N.Y., 2nd Edition, 1982.
2. K. N. Plataniotis and A. N. Venetsanopoulos, Color Image Processing and Applications. Springer Verlag, Berlin, 2000.
3. G. Sharma and H. J. Trussell, "Digital color imaging," IEEE Transactions on Image Processing, vol. 6, no. 7, pp. 901-932, July 1997.
4. J. Adams, K. Parulski, and K. Spaulding, "Color processing in digital cameras," IEEE Micro, vol. 18, no. 6, pp. 20-30, Nov./Dec. 1998.
5. S. Yamanaka, "Solid state camera," U.S. Patent 4 054 906, Nov. 1977.
6. B. E. Bayer, "Color imaging army," U.S. Patent 3 971 065, July 1976.
7. R. Ramanath, W. E. Snyder, G. L. Bilbro, and W. A. Sander III, "Demosaicking methods for Bayer color arrays," Journal of Electronic Imaging, vol. 11, no. 3, pp. 306-315, July 2002.
8. L. Chang and Y. P. Tang, "Effective use of spatial and spectral correlations for color filter army demosaicking," IEEE Transactions on Consumer Electronics, vol. 50, no. 1, pp. 355-365, May 2004.
9. B. Gunturk, Y. Altunbasak, and R. Mersereau, "Color plane interpolation using alternating projections," IEEE Transactions on Image Processing, vol. 11, no.9, pp. 997-1013, September 2002.
10. T. 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.
11. R. Lukac, K. N. Plataniotis, D. Hatzinakos, and M. Aleksic, "A novel cost effective demosaicing approach," IEEE Transactions on Consumer Electronics, vol. 50, no. 1, pp. 256-261, Febmary 2004.
12. H. J. Trussell and R. E. Hartwig, "Mathematics for demosaicking," IEEE Trans. Image Processing, vol. 11, no. 4, pp. 485-492, April 2002.
13. R. Lukac, K. Martin, and K. N. Plataniotis, "Digital camera zooming based on unified CFA image processing steps," IEEE Transactions on Consumer Electronics, vol. 50, no. 1, February 2004.
14. K. N. Plataniotis, D. Androutsos, and A. N. Venetsanopoulos, "Adaptive fuzzy systems for multichannel signal processing," Proceedings of the IEEE, vol. 87, no. 7, pp. 1601-1622, September 1999.
15. R. Lukac, B. Smolka, K. Martin, K. N. Plataniotis, and A. N. Venetsanopoulos, "Vector filtering for color imaging," IEEE Signal Processing Magazine, Special Issue on Color Image Processing, vol. 22, no. 1, January 2005.
16. J. Zheng, K. P. Valavanis, and J. M. Gauch, "Noise removal from color images," J. Intelligent and Robotic Systems, vol. 7, pp. 257-285, 1993.
17. D. R. Cok, "Signal processing method and apparatus for producing interpolated chrominance values in a sampled color image signal," US Patent 4 642 678, February 1987.
18. J. Adams, "Design of practical color filter army interpolation algorithms for digital cameras," Proc. SPIE, vol. 3028, pp. 117-125, Feb. 1997.
19. R. Lukac, K. Martin, and K. N. Plataniotis, "Demosaicked image post-processing using local color ratios," IEEE Transactions on Circuit and Systems for Video Technology, vol. 14, no. 6, pp. 914-920, June 2004.
20. R. Lukac, and K. N. Plataniotis, "Normalized color-ratio modelling for CFA interpolation," IEEE Transactions on Consumer Electronics, vol. 50, no. 2, pp. 737-745, May 2004.
21. N. Kehtamavaz, H. J Oh, and Y. Yoo, "Color filter army interpolation using color correlations and directional derivatives," Journal of Electronic Imaging, vol. 12, no. 4, pp. 621-632, October 2003.
22. R. Lukac, K. Martin, and K. N. Plataniotis "Colour-difference based demosaicked image postprocessing," IEE Electronics Letters, vol. 39, no. 25, pp. 1805-1806, December 2003.
23. R. Kimmel, "Damosaicing: image reconstruction from color CCD samples," IEEE Transactions on Image Processing, vol. 8, no. 9, pp, 1221-1228, September 1999.
24. W. Lu and Y. P. Tang, "Color filter array demosaicking: new method and performance measures," IEEE Transactions on Image Processing, vol. 12, no. 10, pp. 1194-1210, October 2003.
25. C. C. Koh, J. Mukherjee, and S. K. Mitra, "New efficient methods of image compression in digital cameras with color filter array," IEEE Trans. Consumer Electronics, vol. 49, no. 4, pp. 1448-1456, Nov. 2003.
26. R. Lukac and K. N. Plataniotis, "An efficient CFA interpolation solution," in Proc. 46th International Symposium focused on Navigation, Multimedia and Marine in Zadar, Croatia, pp. 543-548, June 2004.
27. R. Lukac, K. Martin, K. N. Plataniotis, and B. Smolka, "Bayer pattern demosaicking using data-dependent adaptive filters," in Proc. 22nd Biennial Symposium on Communications in Kingston, Canada, pp. 207-209, June 2004.
28. P. Longere, X. Zhang, P. B. Delahunt, and D. H. Brainard, "Perceptual assessment of demosaicing algorithm performance," Proceedings of the IEEE, vol. 90, no. 1, pp. 123-132, January 2002.
29. S. C. Pei and I.K. Tam, "Effective color interpolation in CCD color filter arrays using signal correlation," IEEE Trans. Circuits and Systems for Video Technology, vol. 13, no. 6, pp. 503-513, June 2003.
30. J. F. Hamilton and J. E. Adams, "Adaptive color plane interpolation in single sensor color electronic camera," U.S. Patent 5 629 734, 1997.
31. B. S. Hur and M. G. Kang, "High definition color interpolation scheme for progressive scan CCD image sensor," IEEE Trans. Consumer Electronics, vol. 47, no. 2, pp. 179-186, February 2001.
32. W. T. Freeman, "Median filter for reconstructing missing color samples," U.S. Patent 4 724 395, February 1988.
33. R. Kakarala and Z. Baharav, "Adaptive demosaicing with the principal vector method," IEEE Transactions on Consumer Electronics, vol. 48, pp. 932-937, November 2002.
34. C. Cai, T.H. Yu, and S. K. Mitra, "Saturation-based adaptive inverse gradient interpolation for Bayer pattern images," IEE Proc. - Vision, Image, Signal Processing, vol. 148, no. 3, pp. 202-208, June 2001.