Denoising and interpolation of noisy Bayer data with adaptive cross-color filters

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 6822, Issue , 2008, Pages

  Paliy, Dmitriy ^a   Foi, Alessandro ^a   Bilcu, Radu ^b   Katkovnik, Vladimir ^a  

^a TAMPERE UNIVERSITY OF TECHNOLOGY   (Finland)

^b NOKIA RESEARCH CENTER   (United States)

Author keywords

Bayer pattern; Color filter array interpolation; Sensor noise; Spatially adaptive denoising

Indexed keywords

ADAPTIVE FILTERING; CMOS INTEGRATED CIRCUITS; IMAGE PROCESSING; POLYNOMIAL APPROXIMATION;

BAYER PATTERN; COLOR FILTER ARRAY INTERPOLATION; SPATIALLY ADAPTIVE DENOISING;

DATA ACQUISITION;

EID: 43649106061     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.766217     Document Type: Conference Paper

References (23)

1. Bayer, B.E., "Color imaging array," U.S. Patent 3 971 065, July 1976.
2. Foi, A., V. Katkovnik, D. Paliy, K. Egiazarian, M. Trimeche, S. Alenius, R. Bilcu, M. Vehvilainen, "Apparatus, method, mobile station and computer program product for noise estimation, modeling and filtering of a digital image", U.S. Patent (Applications no. 11/426,128, June 2006, and no. 11/519,722, Sep. 2006).
3. Foi, A., S. Alenius, V. Katkovnik, and K. Egiazarian, "Noise measurement for raw-data of digital imaging sensors by automatic segmentation of non-uniform targets", IEEE Sensors Journal, vol. 7, no. 10, pp. 1456-1461, October 2007.
4. Foi, A., M. Trimeche, V. Katkovnik, and K. Egiazarian, "Practical Poissonian-Gaussian noise modeling and fitting for single image raw-data", to appear in IEEE Trans. Image Process.
5. Bovik, A., Handbook of Image and Video Processing, New York: Academic, 2000.
6. Kalevo, O., H. Rantanen, "Noise Reduction Techniques for Bayer-Matrix Images," Sensors and Camera systems for scientific, industrial, and digital photography applications III, Proceedings of SPIE vol. 4669, 2002.
7. Hamilton, J.F., Jr., and J.E. Adams, "Adaptive color plane interpolation in single color electronic camera," U.S. Patent 5 629 734, May 1997.
8. Malvar, H.S., L.-W. He, and R. Cutler, "High-quality linear interpolation for demosaicing of Bayer-patterned color images," IEEE Int Conf (ICASSP '04), Proceedings on Acoustics, Speech, and Signal Processing 3, pp. 485-488, 2004.
9. Zhang, L., X. Wu, "Color demosaicking via directional linear minimum mean square-error estimation," IEEE Trans. on Image Processing, vol. 14, no. 12, pp. 2167-2178, 2005.
10. Hirakawa, K., T.W. Parks, "Joint Demosacing and Denoising," IEEE ICIP 2005, III, pp. 309-312, 2005.
11. Hirakawa, K., T.W. Parks, "Joint Demosaicing and Denoising," IEEE Trans. Image Processing, August 2006. (MATLAB files available at http://www.accidentalmark.com/research/)
12. Paliy, D., M. Trimeche, V. Katkovnik, S. Alenius, "Demosaicing of Noisy Data: Spatially Adaptive Approach," Proc. SPIE Electronic Imaging 2007, Computational Imaging IV, 6497-20, San Jose, CA, January 2007.
13. Paliy, D., V. Katkovnik, R. Bilcu, S. Alenius, K. Egiazarian, "Spatially Adaptive Color Filter Array Interpolation for Noiseless and Noisy Data," Int. J. Imaging Syst. Technol., Sp. Iss. on Applied Color Image Processing, vol. 17, no. 3, pp. 105-122, October 2007.
14. Katkovnik, V., K. Egiazarian, and J. Astola, Local Approximation Techniques in Signal and Image Processing, SPIE Press, Monograph Vol. PM157, September 2006.
15. Lukac, R., K.N. Plataniotis, "Color filter arrays: design and performance analysis," IEEE Trans. on Consumer Electronics, vol. 51, no. 4, pp. 1260-1267, 2005.
16. Adams, J., K. Parulski, and K. Spaulding, "Color processing in digital cameras," IEEE Micro, vol. 18, no. 6, pp. 20-30, 1998.
17. Parulski, K., K.E. Spaulding, Color image processing for digital cameras, In 'Digital Color Imaging Handbook', (ed.) G. Sharma, CRC Press, Boca Raton, FL, pp. 728-757, 2002.
18. Luo, G., "A Novel Color Filter Array with 75% Transparent Elements," Digital Photography III, Proc. of SPIE-IS&T Electronic Imaging, vol. 6502, 65020T.
19. Foi, A., R. Bilcu, V. Katkovnik, and K. Egiazarian, "Anisotropic local approximations for pointwise adaptive signal-dependent noise removal," Proc XIII European Signal Process Conf, EUSIPCO 2005.
20. Xin Li, "Demosaicing by successive approximation," IEEE Tran. on Image Processing, vol. 14, no. 3, pp. 370-379, March 2005.
21. Gunturk, B.K., Y. Altunbasak, R.M. Mersereau, "Color plane interpolation using alternating projections," IEEE Trans. on Image Processing, vol. 11, no. 9, pp. 997-1013, September 2002.
22. Lukac, R., Martin K., Plataniotis K.N., "Demosaicked Image Postprocessing Using Local Color Ratios," IEEE Trans. on Circuits and Systems for Video Technology, vol. 14, no. 6, pp. 914-920, June 2004.
23. Lukac, R., Plataniotis K.N., Hatzinakos D., Aleksic M., "A Novel Cost Effective Demosaicing Approach," IEEE Trans. on Consumer Electronics, vol. 50, no. 1, pp. 256-261, February 2004.