Self-similarity and spectral correlation adaptive algorithm for color demosaicking

IEEE Transactions on Image Processing

Volumn 23, Issue 9, 2014, Pages 4031-4040

  Duran, Joan ^a   Buades, Antoni ^a,b  

^a UNIVERSITAT DE LES ILLES BALEARS   (Spain)

^b UNIVERSITÉ PARIS SACLAY   (France)

Author keywords

color filter array (CFA); directional interpolation; Image demosaicking, Bayer pattern; nonlocal filtering.

Indexed keywords

ADAPTIVE ALGORITHMS; COLOR IMAGE PROCESSING; INTERPOLATION;

BAYER PATTERN; COLOR FILTER ARRAYS; DEMOSAICKING PROCESS; DIRECTIONAL INTERPOLATION; INTERCHANNEL CORRELATIONS; NONLOCAL FILTERING; SPECTRAL CORRELATION; STATE-OF-THE-ART METHODS;

PIXELS;

EID: 84938331139     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2014.2341928     Document Type: Article

References (39)

1. B. Bayer, "Color imaging array," U.S. Patent 3 971 065, Jul. 20, 1976.
2. D. Alleysson, S. Susstrunk, and J. Herault, "Linear demosaicing inspired by the human system," IEEE Trans. Image Process., vol. 14, no. 4, pp. 439-449, Apr. 2005. (Pubitemid 40535897)
3. A. Buades, B. Coll, J.-M. Morel, and C. Sbert, "Self-similarity driven color demosaicking," IEEE Trans. Image Process., vol. 18, no. 6, pp. 1192-1202, Jul. 2009.
4. B. K. Gunturk, J. Glotzbach, Y. Altunbasak, R. W. Schafer, and R. Mersereau, "Demosaicking: Color filter array interpolation," IEEE Signal Process. Mag., vol. 22, no. 1, pp. 44-54, Jan. 2005. (Pubitemid 40319547)
5. X. Li, B. Gunturk, and L. Zhang, "Image demosaicing: A systematic survey," in Proc. SPIE, vol. 6822, 2008, p. 68221J.
6. D. Menon and G. Calvagno, "Color image demosaicking: An overview," Image Commun., vol. 26, nos. 8-9, pp. 518-533, Oct. 2011.
7. D. Cok, "Signal processing method and apparatus for producing interpolated chrominance values in a sampled color image signal," U.S. Patent 4 642 678, Feb. 10, 1987.
8. R. Hibbard, "Apparatus and method for adaptively interpolating a full color image utilizing luminance gradients," U.S. Patent 5 382 976, Jan. 17, 1995.
9. J. Hamilton and J. Adams, "Adaptive color plan interpolation in single sensor color electronic camera," U.S. Patent 5 629 734, Mar. 13, 1997.
10. K. Hirakawa and T. W. Paks, "Adaptive homogeneity-directed demosaicing algorithm," IEEE Trans. Image Process., vol. 14, no. 3, pp. 360-369, Mar. 2005. (Pubitemid 40351913)
11. D. 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. (Pubitemid 41763732)
12. K.-H. Chung and Y.-H. Chan, "Color demosaicing using variance of color differences," IEEE Trans. Image Process., vol. 15, no. 10, pp. 2944-2955, Oct. 2006. (Pubitemid 44473638)
13. 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. (Pubitemid 46437476)
14. 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, pp. 105-122, Oct. 2007. (Pubitemid 350043450)
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. (Pubitemid 35250384)
16. X. Li, "Demosaicing by successive approximation," IEEE Trans. Image Process., vol. 14, no. 3, pp. 370-379, Mar. 2005. (Pubitemid 40351914)
17. R. Kolta, H. A. Aly, and W. Fakhr, "A hybrid demosaicking algorithm using frequency domain and wavelet methods," in Proc. Int. Conf. Image Inf. Process. (ICIIP), 2011, pp. 1-6.
18. A. Buades, B. Coll, and J.-M. Morel, "A review of image denoising algorithms, with a new one," SIAM Multiscale Model. Simul., vol. 4, no. 2, pp. 490-530, 2005. (Pubitemid 43890582)
19. 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.
20. G. Yu, G. Sapiro, and S. Mallat, "Solving inverse problems with piecewise linear estimators: From Gaussian mixture models to structured sparsity," IEEE Trans. Image Process., vol. 21, no. 5, pp. 2481-2499, May 2012.
21. M. Nawrath and J. Jakel, "Deriving color images from noisy Bayer data using local demosaicking and non-local denoising," in Proc. 4th Int. Congr. Image Signal Process. (CISP), vol. 2. 2011, pp. 668-672.
22. L. Zhang, X. Wu, A. Buades, and X. Li, "Color demosaicking by local directional interpolation and nonlocal adaptive thresholding," J. Electron. Imag., vol. 20, no. 2, p. 023016, Jun. 2011.
23. D. Gao, X. Wu, G. Shi, and L. Zhang, "Color demosaicking with an image formation model and adaptive PCA," J. Vis. Commun. Image Represent., vol. 23, no. 7, pp. 1019-1030, Oct. 2012.
24. G.-G. Wang, X.-C. Zhu, and Z.-L. Gan, "Image demosaicing by non-local similarity and local correlation," in Proc. 11th Int. Conf. Signal Process. (ICSP), vol. 2. Oct. 2012, pp. 806-810.
25. S. Kasar and S. Ruikar, "Image demosaicking by nonlocal adaptive thresholding," in Proc. Int. Conf. Image Process. & Pattern Recognit. (ICSIPR), 2013, pp. 34-38.
26. P. Getreuer, "Color demosaicing with contour stencils," in Proc. 17th Int. Conf. Digit. Signal Process. (DSP), Jul. 2011, pp. 1-6.
27. D. Kiku, Y. Monno, M. Tanaka, and M. Okutomi, "Residual interpolation for color image demosaicking," in Proc. IEEE Int. Conf. Image Process. (ICIP), Jul. 2013, pp. 2304-2308.
28. D. Kiku, Y. Monno, M. Tanaka, and M. Okutomi, "Minimized-Laplacian residual interpolation for color image demosaicking," in Proc. SPIE, Mar. 2014, p. 90230L.
29. P. Getreuer, "Contour stencils: Total variation along curves for adaptive image interpolation," SIAM J. Imag. Sci., vol. 4, no. 3, pp. 954-979, 2011.
30. K. He, J. Sun, and X. Tang, "Guided image filtering," in Proc. 11th Eur. Conf. Comput. Vis. (ECCV), vol. 6311. 2010, pp. 1-14.
31. I. Pekkucuksen and Y. Altunbasak, "Gradient based threshold free color filter array interpolation," in Proc. 17th IEEE Int. Conf. Image Process. (ICIP), Sep. 2010, pp. 137-140.
32. I. Pekkucuksen and Y. Altunbasak, "Multiscale gradients-based color filter array interpolation," IEEE Trans. Image Process., vol. 22, no. 1, pp. 157-165, Jan. 2013.
33. S. Andriani, H. Brendel, T. Seybold, and J. Goldstone, "Beyond the kodak image set: A new reference set of color image sequences," in Proc. 20th IEEE Int. Conf. Image Process., Melbourne, VIC, Australia, Sep. 2013, pp. 2289-2293.
34. J. Duran, A. Buades, B. Coll, and C. Sbert, "A nonlocal variational model for pansharpening image fusion," SIAM J. Imag. Sci., vol. 7, no. 2, pp. 761-796, Apr. 2014.
35. A. Buades, B. Coll, and J.-M. Morel, "Nonlocal image and movie denoising," Int. J. Comput. Vis., vol. 76, no. 2, pp. 123-139, Feb. 2008.
36. A. Buades, B. Coll, J.-M. Morel, and C. Sbert, "Self-similarity driven demosaicking," Image Process. Line, vol. 18, no. 6, pp. 1192-1202, Jun. 2011.
37. P. Getreuer, "Zhang-Wu directional LMMSE image demosaicking," Image Process. Line, vol. 1, to be published.
38. P. Getreuer, "Image demosaicking with contour stencils," Image Process. Line, vol. 2, to be published.
39. 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, Oct. 2003.