Joint demosaicking and denoising with space-varying filters

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2009, Pages 477-480

  Menon, Daniele ^a   Calvagno, Giancarlo ^a  

^a UNIVERSITY OF PADOVA   (Italy)

Author keywords

Color filter array; Demosaicking; Denoising; Digital camera; Space varying filters

Indexed keywords

CAMERAS; COLOR; COLOR IMAGE PROCESSING; DIGITAL CAMERAS; IMAGE ENHANCEMENT; IMAGING SYSTEMS; VIDEO CAMERAS;

COLOR FILTER ARRAYS; COLOR IMAGES; COLOR RECONSTRUCTION; COMPUTATIONAL COSTS; DE-NOISING; DEMOSAICKING; DEMOSAICKING PROCESS; FULL RESOLUTIONS;

DIGITAL FILTERS;

EID: 77951958404     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2009.5414364     Document Type: Conference Paper

References (17)

1. B. E. Bayer, "Color imaging array," U.S. Patent 3 971 065, July, 1976.
2. K. Hirakawa and P. J. Wolfe, "Spatio-spectral color filter array design for optimal image recovery," IEEE Trans. Image Processing, vol. 17, no. 10, pp. 1876-1890, Oct. 2008.
3. B. K. Gunturk, J. Glotzbach, Y. Altunbasak, R.W. Schafer, and R. M. Mersereau, "Demosaicking: color filter array interpolation," IEEE Signal Proc. Mag., vol. 22, no. 1, pp. 44-54, Jan. 2005.
4. D. Alleysson, S. Süsstrunk, and J. Hérault, "Linear demosaicing inspired by the human visual system," IEEE Trans. Image Processing, vol. 14, no. 4, pp. 439-449, Apr. 2005.
5. L. Zhang and X. Wu, "Color demosaicking via directional linear minimum mean square-error estimation," IEEE Trans. Image Processing, vol. 14, no. 12, pp. 2167-2177, Dec. 2005.
6. D. Menon, S. Andriani, and G. Calvagno, "Demosaicing with directional filtering and a posteriori decision," IEEE Trans. Image Processing, vol. 16, no. 1, pp. 132-141, Jan. 2007.
7. N.-X. Lian, L. Chang, Y.-P. Tan, and V. Zagorodnov, "Adaptive filtering for color filter array demosaicking," IEEE Trans. Image Processing, vol. 16, no. 10, pp. 2515-2525, Oct. 2007.
8. D. Menon and G. Calvagno, "Regularization approaches to demosaicking," IEEE Trans. Image Processing, 2009, to be published.
9. D. L. Donoho, "De-noising by soft-thresholding," IEEE Trans. Inform. Theory, vol. 41, no. 3, pp. 613-627, May 1995.
10. S. G. Chang, B. Yu, and M. Vetterli, "Adaptive wavelet thresholding for image denoising and compression," IEEE Trans. Image Processing, vol. 9, no. 9, pp. 1532-1546, Sept. 2000.
11. J. Portilla, V. Strela, M. J. Wainwright, and E. P. Simoncelli, "Image denoising using scale mixtures of gaussians in the wavelet domain," IEEE Trans. Image Processing, vol. 12, no. 11, pp. 1338-1351, Nov. 2003.
12. L. Zhang, R. Lukac, X. Wu, and D. Zhang, "PCA-based spatially adaptive denoising of CFA images for single-sensor digital cameras," IEEE Trans. Image Processing, vol. 18, no. 4, pp. 797-812, Apr. 2009.
13. K. Hirakawa and T. W. Parks, "Joint demosaicing and denoising," IEEE Trans. Image Processing, vol. 15, no. 8, pp. 2146-2157, Aug. 2006.
14. K. Hirakawa, X.-L. Meng, and P. J. Wolfe, "A framework for wavelet-based analysis and processing of color filter array images with applications to denoising and demosaicking," in Proc. IEEE Int. Conf. Acoustics, Speech and Signal Processing, vol. I, Apr. 2007, pp. 597-600.
15. L. Zhang, X. Wu, and D. Zhang, "Color reproduction from noisy CFA data of single sensor digital cameras," IEEE Trans. Image Processing, vol. 16, no. 9, pp. 2184-2197, Sept. 2007.
16. D. Paliy, V. Katkovnik, R. Bilcu, S. Alenius, and K. Egiazarian, "Spatially adaptive color filter array interpolation for noiseless and noisy data," International Journal of Imaging Systems and Technology, vol. 17, no. 3, pp. 105-122, Oct. 2007.
17. E. Dubois, "The sampling and reconstruction of time-varying imagery with application in video systems," Proceedings of the IEEE, vol. 73, no. 4, pp. 502-522, Apr. 1985.