A discrete universal denoiser and its application to binary images

IEEE International Conference on Image Processing

Volumn 1, Issue , 2003, Pages 117-120

  Ordentlich, Erik ^b   Seroussi, Gadiel ^b   Verdú, Sergio ^a   Weinberger, Marcelo ^b   Weissman, Tsachy ^b,c  

^a Princeton University   (United States)

^b HEWLETT PACKARD LABORATORIES   (United States)

^c STANFORD UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ASYMPTOTIC STABILITY; BINARY SEQUENCES; DATABASE SYSTEMS; HEURISTIC METHODS; INDEXING (OF INFORMATION); THEOREM PROVING;

BINARY IMAGES; DENOISERS;

IMAGE ANALYSIS;

EID: 0344666676     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. T. Weissman, E. Ordentlich, G. Seroussi, S. Verdú and M.J. Weinberger, "Universal Discrete Denoising: Known Channel," Hewlett-Packard Laboratories Tech. Rep. HPL-2003-29, February 2003; submitted to IEEE Trans. Inform. Theory (manuscript available at http: //www.hpl. hp. com/infotheory).
2. R.C. Gonzalez and R.E. Woods, Digital Image Processing, Addison Wesley, New York, 1992.
3. P. Soille, Morphological Image Analysis: Principles and Applications. Springer-Verlag, 1999.
4. E. Ordentlich, G. Seroussi, S. Verdú, M.J Weinberger and T. Weissman, "Universal Discrete Denoising for Images and Mutli-Dimensional Data-Arrays," in preparation.
5. J. Rissanen, Stochastic Complexity in Statistical Inquiry, World Scientific, Singapore, 1998.
6. C.E. Shannon, "A Mathematical Theory of Communication," Bell Syst. Tech. J., 27 (1948), pp. 379-423 and 623-656.
7. B. Carpentieri, M.J. Weinberger, and G. Seroussi, "Lossless Compression of Continuous-tone Images," Proceedings of the IEEE, 88 (2000), pp. 1797-1809.