Maximum likelihood for Bayesian estimator based on α-stable for image

Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002

Volumn 1, Issue , 2002, Pages 709-712

  Huang, X ^a   Madoc, A C ^b  

^a UNIVERSITY OF CANBERRA   (Australia)

^b UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN ESTIMATORS;

EID: 11244337769     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2002.1035880     Document Type: Conference Paper

References (20)

1. D.L. Donoha and I.M. Johnstone, "Wavelet shrinkage: Asymptopia?", Journal of the Royal Statistical Society, Series B, vol. 57, 301-369, 1995.
2. Y. XU. J.B. Weaver, D.M. Healy, and J. Lu, "Wavelet transform domain filtration technique", IEEE Transactions on Image Processing, vol. 3, 747-758, 1994.
3. D. L. Donoho, "Nonlinear wavelet methods for recovery of signals, densities, and spectra from indirect and noisy data", In Proceeding of Symposia in Applied Mathematic, American Mathematical Society vol. 00, 173-205, 1993.
4. D. L. Donoho, "Denoising by soft-thresholding," IEEE Trans. Inform. Theory, vol. 41. pp613-627, May 1995.
5. E.P. Simoncelli and E. H. Adelson, "Noise removal via Bayesian wavelet coring," Third Int. Conf. On Image Processing, vol. 1, pp. 379-382, September 1996.
6. X. Zong, A. F. Laine, and E. A. Geiser, "Speckle reduction and contrast enhancement of echocardiograms via multiscale nonlinear processing," IEEE Trans. Med. lmag., vol. 17, pp. 532-540, Aug. 1998.
7. M. Popescu, P. Cristea, and A. Bezerianos, "Multiresolution distributed filtering: A novel technique that reduces the amount of data required in high resolution electrocardiography," Future Gen. Comp. Sys., no. 15, pp. 195-209, 1999.
8. A. Achim, A. Bezerianos, and P. Tsakalides, "An Aplha-stable based Bayesian algorithm for speckle noise removal in the wavelet domain," Proc. NSIP-01, June 03-06. 2001, Baltimore, Maryland USA
9. D. L. Donoho and I. M. Johnstone, "Ideal spatial adaptation by wavelet shrinkage", Biometrika, Also Tech. Report of Statistics, July, 1992, revised April 1993.
10. G. P. Nason, "Wavelet regression by cross-validation", Technical Report 447, Stanford University, Statistics Department, March 1994.
11. B. R. Hunt and O. Kubler, "Karhunen-Loeve multispectral image restoration. Part I: theory", IEEE Trans. On Acoustic Speech and Signal. Proc, ASSP vol. 32, 592-600, 1984.
12. N. P. Galatssanos and R. T. Chin, "Digital restoration of multichannel images", IEEE Trans. Acoust. SP., and Sign. Proco., vol. 37, 415-426, 1989.
13. M. K. Ozhan, A, T. Erden, M. I. Sezan, and A. M. Tekalp, "Efficient multiframe Wiener restoration of blurred and noisy image sequences", IEEE Trans. Image Proc, vol. 1, 453-476, 1992.
14. Eero P. Simoncelli, "Baysian denoising of visual images in the wavelet domain", Bayesian Inference in Wavelet Based Models eds., Pmuller and B Vidakovic, Chapter 18, pp291-308, lecture notes in statistics, vol. 141, Springer-Verlag, New York, 1999.
15. X. Huang and G. A. Woolsey, "Image denoising using Wiener filtering and wavelet thresholding", IEEE International Conference, ICME 2000, Proc. Vol. 3 ppl759-1762, 2000.
16. X. Huang, . "Denoising Image via Minimum Variance Bound Bayesian Estimator," IEEE International Conf. ICME2001, Proc, pp533-536, 2001.
17. E. P. Simoncell and E. H. Adelson, "Noise removal via Bayesian wavelet coring". In Third Int. Conf. On Image Proc, vol. I, pp379-382, Lausanne, September 1996. IEEE Sig. Proc. Society.
18. S. G. Mallat, "A theory for multiresolution signal decomposition: the wavelet representation," IEEE Trans. Pattern Anal. Machine Intell. Vol. 11, pp-674-692, July 1989.
19. P. Tsakalides, P. Reveliotis, and C. L. Niklas, "Scalar quantization of heavy-tailed signals," IEE Proc-Vision, lmag. Sign. Proc, vol. 147, pp. 475-484, Oct. 2000.
20. S. R. Peterson, Y. H. Lee, S. A. Kassam, "Some statistical properties of alpha-trimmed mean and standard type M filters," IEEE on Acoust., Speech, Sig. Proc, vol. 36, no.5, 00707-713, 1988.