Self-similarity driven color demosaicking

IEEE Transactions on Image Processing

Volumn 18, Issue 6, 2009, Pages 1192-1202

  Buades, Antoni ^a   Coll, Bartomeu ^b   Morel, Jean Michel ^c   Sbert, Catalina ^b  

^a UNIVERSITÉ PARIS DESCARTES   (France)

^b UNIVERSITAT DE LES ILLES BALEARS   (Spain)

^c UNIVERSITÉ PARIS SACLAY   (France)

Author keywords

Demosaicking; Denoising; Image self similarity; Neighborhood filter; Non local method

Indexed keywords

DEMOSAICKING; DENOISING; IMAGE SELF-SIMILARITY; NEIGHBORHOOD FILTER; NON-LOCAL METHOD;

COLOR; IMAGE ACQUISITION;

PIXELS;

EID: 67349084082     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2009.2017171     Document Type: Article

References (37)

1. B. Bayer, "Color Imaging Array," U.S. Patent 3 971 065, 1976.
2. D. Alleysson, S. Susstrunk, and J. Herault, "Linear demosaicing inspired by the human visual system," IEEE Trans. Image Process., vol. 14, no. 4, pp. 439-449, Apr. 2005.
3. D. Alleyson, "1-30 ans de démosaïçage," Trait. Signal, vol. 21, no. 6, pp. 561-581, 2004.
4. B. Gunturk, J. Glotzbach, Y. Altunbasak, R. Schafer, and R. Mersereau, "Demosaicking: Color filter array interpolation," IEEE Signal Process. Mag., vol. 22, no. 1, pp. 44-54, Jan. 2005.
5. X. Li, B. Gunturk, and L. Zhang, "Image demosaicing: A systematic survey," Proc. SPIE, vol. 6822, p. 68221J, 2008.
6. 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.
7. R. Hibbard, "Apparatus and Method for Adaptively Interpolating a Full Color Image Utilizing Luminance Gradients," U.S. Patent 5 382 976, 1995.
8. J. Hamilton Jr and J. Adams Jr, "Adaptive Color Plan Interpolation in Single Sensor Color Electronic Camera," U.S. Patent 5 629 734, 1997.
9. K. Hirakawa and T. Parks, "Adaptive homogeneity-directed demosaicing algorithm," IEEE Trans. Image Process., vol. 14, no. 3, pp. 360-369, Mar. 2005.
10. D. Menon, S. Andriani, and G. Calvagno, "Demosaicing with directional filtering and a posteriori decision," IEEE Trans. Image Process., vol. 16, no. 1, pp. 132-141, Jan. 2007.
11. L. Zhang and X. Wu, "Color demosaicking via directional linear minimum mean square-error estimation," IEEE Trans. Image Process., vol. 14, no. 12, pp. 2167-2178, Dec. 2005.
12. D. Paliy, V. Katkovnik, R. Bilcu, S. Alenius, and K. Egiazarian, "Spatially adaptive color filter array interpolation for noiseless and noisy data," Int. J. Imag. Syst. Technol., vol. 17, no. 3, p. 105, 2007.
13. V. Katkovnik, K. Egiazarian, and J. Astola, "Adaptive window size image de-noising based on intersection of confidence intervals (ICI) rule," J. Math. Imag. Vis., vol. 16, no. 3, pp. 223-235, 2002.
14. K. Chung and Y. Chan, "Color demosaicing using variance of color differences," IEEE Trans. Image Process., vol. 2006, pp. 2944-2955, 1910.
15. X. Li, "Demosaicing by successive approximation," IEEE Trans. Image Process., vol. 14, no. 3, pp. 370-379, Mar. 2005.
16. B. Gunturk, Y. Altunbasak, and R. Mersereau, "Color plane interpolation using alternating projections," IEEE Trans. Image Process., vol. 11, no. 9, pp. 997-1013, Sep. 2002.
17. N. Lian, L. Chang, Y. Tan, and V. Zagorodnov, "Adaptive filtering for color filter array demosaicking," IEEE Trans. Image Process., vol. 16, no. 10, pp. 2515-2525, Oct. 2007.
18. W. Lu and Y. Tan, "Color filter array demosaicking: New method and performance measures," IEEE Trans. Image Process., vol. 12, no. 10, pp. 1194-1210, 2003.
19. A. Efros and T. Leung, "Texture synthesis by non-parametric sampling," in Proc. Int. Conf. Computer Vision, 1999, vol. 2, no. 9, pp. 1033-1038.
20. A. Buades, B. Coll, and J. M. Morel, "A review of image denoising algorithms, with a new one," Multiscale Model. Simul., vol. 4, no. 2, pp. 490-530, 2005.
21. A. Buades, B. Coll, and J. Morel, "A non-local algorithm for image denoising," in Proc. IEEE Computer Society Conf. Computer Vision and Pattern Recognition, 2005, vol. 2, pp. 60-65.
22. J. Mairal, M. Elad, and G. Sapiro, "Sparse representation for color image restoration," IEEE Trans. Image Process., vol. 17, no. 1, pp. 53-69, Jan. 2008.
23. K. Hirakawa and T. Parks, "Joint demosaicing and denoising," IEEE Trans. Image Process., vol. 15, no. 8, pp. 2146-2157, Aug. 2006.
24. R. Ramanath and W. Snyder, "Adaptive demosaicking," J. Electron. Imag., vol. 12, p. 633, 2003.
25. L. Zhang, X. Wu, and D. Zhang, "Color reproduction from noisy CFA data of single sensor digital cameras," IEEE Trans. Image Process., vol. 16, no. 9, pp. 2184-2197, Sep. 2007.
26. X. Wu and L. Zhang, "Temporal color video demosaicking via motion estimation and data fusion," IEEE Trans. Circuits Syst. Video Technol., vol. 16, no. 2, pp. 231-240, Feb. 2006.
27. S. Farsiu, M. Elad, and P. Milanfar, "Multiframe demosaicing and super-resolution of color images," IEEE Trans. Image Process., vol. 15, no. 1, pp. 141-159, Jan. 2006.
28. X. Wu and L. Zhang, "Improvement of color video demosaicking in temporal domain," IEEE Trans. Image Process., vol. 15, no. 10, pp. 138-3151, Oct. 2006.
29. F. Guichard and J. Morel, Introduction to Partial Differential Equations in Image Processing, 1995.
30. A. Buades, B. Coll, and J. Morel, "Image and movie denoising by non-local means," Int. J. Copmput. Vis., 2007, to be published.
31. J. Lee, "Digital image smoothing and the sigma filter," Comput. Vis., Graph., Image Process., vol. 24, pp. 255-269, 1983.
32. L. Yaroslavsky, Digital Picture Processing. New York: Springer-Verlag, 1985.
33. S. Smith and J. Brady, "SUSAN - A new approach to low level image processing," Int. J. Comput. Vis., vol. 23, no. 1, pp. 45-78, 1997.
34. C. Tomasi and R. Manduchi, "Bilateral filtering for gray and color images," in Proc. 16th Int. Conf. Computer Vision, 1998, p. 839.
35. Kodak True Color Image Collection [Online]. Available: http://r0k.us/ graphics/kodak/
36. P. Longere, X. Zhang, P. Delahunt, and D. Brainard, "Perceptual assessment of demosaicing algorithm performance," Proc. EEE, vol. 90, no. 1, pp. 123-132, Jan. 2002.
37. M. Mahmoudi and G. Sapiro, "Fast image and video denoising via non-local means of similar neighborhoods," IEEE Signal Process. Lett., vol. 12, no. 12, pp. 839-842, Dec. 2005.