State sharing methods in statistical fluctuation for image restoration

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

Volumn E87-A, Issue 9, 2004, Pages 2347-2354

  Maeda, Michiharu ^a   Miyajima, Hiromi ^b  

^a KURUME NATIONAL COLLEGE OF TECHNOLOGY   (Japan)

^b KAGOSHIMA UNIVERSITY   (Japan)

Author keywords

Bayes inference; Binary image; Gray scale image; Image restoration; Statistical physics

Indexed keywords

ALGORITHMS; FERRIMAGNETISM; FUNCTION EVALUATION; MATHEMATICAL MODELS; NUMERICAL ANALYSIS; PROBABILITY DISTRIBUTIONS; STATISTICAL METHODS;

BAYES INFERENCE; BINARY IMAGE; GRAY SCALE IMAGE; STATISTICAL PHYSICS;

IMAGE RECONSTRUCTION;

EID: 5444265710     PISSN: 09168508     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Conference Paper

References (11)

1. H. Nishimori, Statistical physics of spin glasses and information processing - An introduction, Oxford University Press, 2001.
2. M. Maeda, M. Ohta, and H. Miyajima, "An algorithm of statistical mechanics for image restoration," IEICE Proc. Int. Symp. Nonlinear Theory and its Applications, vol.1, pp.107-110, 2001.
3. M. Maeda and H. Miyajima, "Extension methods of external field in statistical fluctuation for image restoration," IEEE Proc. Int. Symp. Intelligent Signal Processing and Communication Systems, pp.278-281, 2003.
4. L.E. Reichl, A modern course in statistical physics, University of Texas Press, 1980.
5. S. Geman and D. Geman, "Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images," IEEE Trans. Pattern Anal. Mach. Intell., vol.PAMI-6, no.6, pp.721-741, 1984.
6. T. Poggio, V. Torre, and C. Koch, "Computational vision and regularization theory," Nature, vol.317, no.26, pp.314-319, 1985.
7. J. Zhang, "The mean field theory in EM procedures for Markov random fields," IEEE Trans. Signal Process., vol.40, no.10 pp.2570-2583, 1992.
8. M. Kawato, Theory of brain computation, Sangyo Tosho, 1996.
9. K. Tanaka and T. Morita, "Statistical-mechanical iterative algorithm for image restoration of a gray level image," IEICE Trans. Fundamentals (Japanese Edition), vol.J80-A, no.6, pp.1033-1037, June 1997.
10. M. Maeda, "A relaxation algorithm influenced by self-organizing maps," in Artificial Neural Networks and Neural Information Processing, eds. O. Kaynak, E. Alpaydin, E. Oja, and L. Xu, ICANN/ICONIP2003, LNCS2714, pp.546-553, Springer-Verlag, Berlin, Heidelberg, 2003.
11. A. Gersho and R.M. Gray, Vector quantization and signal compression, Kluwer Academic Publishers, 1992.