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Volumn 1223, Issue , 1997, Pages 133-148

Maximum likelihood estimation of markov random field parameters using markov chain monte carlo algorithms

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATION THEORY; COMPUTER VISION; IMAGE SEGMENTATION; MARKOV PROCESSES; MAXIMUM LIKELIHOOD; PARAMETER ESTIMATION; PATTERN RECOGNITION; POTTS MODEL;

EID: 84958620142     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-62909-2_77     Document Type: Conference Paper
Times cited : (11)

References (19)
  • 1
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distribution, and the Bayesian restoration of images
    • S. Geman, D. Geman. Stochastic relaxation, Gibbs distribution, and the Bayesian restoration of images. IEEE trans, on Pattern Analysis and Machine Intelligence, 6(6):721-741, 1984.
    • (1984) IEEE Trans, on Pattern Analysis and Machine Intelligence , vol.6 , Issue.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 2
    • 0000913755 scopus 로고
    • Spatia.1 interaction and statistical analysis o1 lattice systems
    • J. Besag. Spatia.1 interaction and statistical analysis o1 lattice systems. Academic Royal Slatistical Society Series B, 36:721-741, 1974.
    • (1974) Academic Royal Slatistical Society Series B , vol.36 , pp. 721-741
    • Besag, J.1
  • 3
    • 0027635418 scopus 로고
    • Mean field approximation using Compound Gauss Markov Random fields for edge detection and image estimation
    • July
    • J. Zerubia, R. Chellappa. Mean field approximation using Compound Gauss Markov Random fields for edge detection and image estimation. IEEE trans, on Neural Network:s, 8(4):703-709, July 1993.
    • (1993) IEEE Trans, on Neural Network:S , vol.8 , Issue.4 , pp. 703-709
    • Zerubia, J.1    Chellappa, R.2
  • 4
    • 0024770877 scopus 로고
    • Mutually compatible Gibbs random fields
    • J.K. Goutsias. Mutually compatible Gibbs random fields. IEEE trans, on Information Theory, 35:1233-1249, 1989.
    • (1989) IEEE Trans, on Information Theory , vol.35 , pp. 1233-1249
    • Goutsias, J.K.1
  • 6
    • 0000013152 scopus 로고
    • On the statistical analysis of dirty, pictures
    • J. Besag. On the statistical analysis of dirty, pictures. J. Roy. Statis. Soc., Series B, 48:259-302, 1986.
    • (1986) J. Roy. Statis. Soc., Series B , vol.48 , pp. 259-302
    • Besag, J.1
  • 7
    • 0024070401 scopus 로고
    • Image restoration using an estimated Markov model
    • B. Chahnond.Image restoration using an estimated Markov model. Signal Processing, 15:115-129, 1988.
    • (1988) Signal Processing , vol.15 , pp. 115-129
    • Chahnond, B.1
  • 8
    • 0026899007 scopus 로고
    • On the estimation of noisy binary Markov Random Fields
    • A.J. Gray, J.W. Kay, D.M. Titterington. On the estimation of noisy binary Markov Random Fields. Pattern Recognition, 25:749 768, 1992.
    • (1992) Pattern Recognition , vol.749 , Issue.768 , pp. 25
    • Gray, A.J.1    Kay, J.W.2    Titterington, D.M.3
  • 10
    • 77956890234 scopus 로고
    • Monte Carlo sampling methods using Markov Chains and their applications
    • W.K Hastings. Monte Carlo sampling methods using Markov Chains and their applications. Biometrika, 57:97-109, 1970.
    • (1970) Biometrika , vol.57 , pp. 97-109
    • Hastings, W.K.1
  • 11
    • 0000051109 scopus 로고
    • Constrained Monte Carlo Maximum Likelihood for dependent data
    • C. J. Geyer, E.E. Thompson. Constrained Monte Carlo Maximum Likelihood for dependent data. J. R. Start.st. Soe. B, 54(3):657-699, 1992.
    • (1992) J. R. Start.St. Soe. B , vol.54 , Issue.3 , pp. 657-699
    • Geyer, C.J.1    Thompson, E.E.2
  • 12
    • 0000106855 scopus 로고
    • On the convergence of Monte Carlo Maximum Likelihood calculations
    • C.J. Geyer. On the convergence of Monte Carlo Maximum Likelihood calculations. Journal of Royal Statistical Society B, 56:261-274, 1994.
    • (1994) Journal of Royal Statistical Society B , vol.56 , pp. 261-274
    • Geyer, C.J.1
  • 13
    • 51249183003 scopus 로고
    • Estimation for interaction potentials of spatial point patterns through the maximum likelihood procedure
    • Y. Ogata, M. Tanemura. Estimation for interaction potentials of spatial point patterns through the maximum likelihood procedure. Annals of the Institutc of Statistical Mathematics. B, 33:315-338, 1981.
    • (1981) Annals of the Institutc of Statistical Mathematics. B , vol.33 , pp. 315-338
    • Ogata, Y.1    Tanemura, M.2
  • 16
    • 0022202318 scopus 로고
    • Restoration of binary images using stochastic relaxa.Tion with annealing
    • G. Wolberg, T. Pavlidis. Restoration of binary images using stochastic relaxa.tion with annealing. Pattern Recognition Letter.s, 3:375-388, 1985.
    • (1985) Pattern Recognition Letter.S , vol.3 , pp. 375-388
    • Wolberg, G.1    Pavlidis, T.2
  • 19
    • 33747349191 scopus 로고
    • Nonuniversal critical dynamics in Monte Ca.Rlo simulations
    • January
    • R.H. Swendsen. J.S. Wang. Nonuniversal critical dynamics in Monte Ca.rlo simulations. Physical Review Letters, 58(2):86-88, January 1987.
    • (1987) Physical Review Letters , vol.58 , Issue.2 , pp. 86-88
    • Swendsen, R.H.1    Wang, J.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.