A spatially adaptive Poissonian image deblurring

Proceedings - International Conference on Image Processing, ICIP

Volumn 1, Issue , 2005, Pages 925-928

  Foi, Alessandro ^a,b   Alenius, Sakari ^c   Trimeche, Mejdi ^c   Katkovnik, Vladimir ^a   Egiazarian, Karen ^a  

^a TAMPERE UNIVERSITY OF TECHNOLOGY   (Finland)

^b POLITECNICO DI MILANO   (Italy)

^c NOKIA RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE DEBLURRING; LOCAL POLYNOMIAL APPROXIMATION (LPA); POISSON OBSERVATIONS; SIGNAL-DEPENDANT CHARACTERISTICS;

ALGORITHMS; IMAGE RECONSTRUCTION; PARAMETER ESTIMATION; POISSON DISTRIBUTION; POLYNOMIALS;

IMAGE PROCESSING;

EID: 33645667626     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2005.1529903     Document Type: Conference Paper

References (14)

1. Bertero, M., and P. Boccacci, Introduction to inverse problems in imaging. Inst. of Physics Publishing, 1998.
2. Fan, J., and I. Gijbels, Local polynomial modelling and its application. Chapman and Hall, 1996.
3. Fienup, J., D. Griffith, L. Harrington, A.M. Kowalczyk, J.J. Miller, and J.A. Mooney, "Comparison of reconstruction algorithms for images from sparse-aperature systems", Proc. SPIE 4792-01, July 2002.
4. Foi, A., V. Katkovnik, K. Egiazarian, and J. Astola, "A novel anisotropic local polynomial estimator based on directional multiscale optimizations", Proc. 6th IMA Int. Conf. Math, in Signal Processing, Cirencester (UK), pp.79-82,2004.
5. Foi, A., V. Katkovnik, K. Egiazarian, and J. Astola, "Inverse halftoning based on the anisotropic LPA-ICI deconvolution", Proc. of SMMSP 2004, pp. 49-56, 2004.
6. Goldenshluger, A., and A. Nemirovski, "On spatial adaptive estimation of nonparametric regression", Math. Meth. Statistics, vol 6,pp. 135-170,1997.
7. Katkovnik, V., "A new method for varying adaptive bandwidth selection", IEEE Trans. on Signal Processing, vol. 47, no. 9, pp. 2567-2571,1999.
8. Katkovnik, V., K. Egiazarian, and J. Astola, "A spatially adaptive nonparametric regression image deblurring", IEEE Trans. on Image Processing, in print, 2004.
9. Katkovnik, V., A. Foi, K. Egiazarian, and J. Astola, "Directional varying scale approximations for anisotropic signal processing," Proc. of EUSIPCO 2004,pp. 101-104,2004.
10. Katkovnik, V., A. Foi, K. Egiazarian, and J. Astola, "Anisotropic local likelihood approximations", Proc. of Electronic Imaging 2005, 5672-19, 2005.
11. Kondo, K., Y. Ichioka, and T. Suzuki, "Image restoration by Wiener filtering in presence of signal-dependent noise", Applied Optics, vol. 16, N. 9,1977.
12. Rooms, F., W. Philips, and P. Van Oostveldt, "Integrated approach for estimation and restoration of photon-limited images based on steerable pyramids", Proc. of EC-VIP-MC 2003, pp. 131-136, 2003.
13. Wach, H.B., and E.R. Dowski Jr., "Noise modeling for design and simulation of color imaging systems", Proc. of IS&T/SID's 12th Color Imaging Conference, CIC 12, 2004.
14. White, R.L., "Image restoration using the damped Richardson-Lucy method", Astr. Data An. Software and Systems, ASP Conf. Series, vol.61, pp. 292-295, 1994.