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Volumn 13, Issue 5, 1991, Pages 413-425

Image Restoration Using Gibbs Priors: Boundary Modeling, Treatment of Blurring, and Selection of Hyperparameter

Author keywords

Bayesian inference; cross validation; data augmentation; EM algorithm; incomplete data

Indexed keywords

MATHEMATICAL STATISTICS;

EID: 0026154623     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/34.134041     Document Type: Article
Times cited : (87)

References (18)
  • 1
    • 0000913755 scopus 로고
    • Spatial interaction and the statistical analysis of lattice systems
    • series B
    • J. Besag, “Spatial interaction and the statistical analysis of lattice systems,” J. Roy. Statist. Soc., series B, vol. 36, pp. 192–326, 1974.
    • (1974) J. Roy. Statist. Soc , vol.36 , pp. 192-326
    • Besag, J.1
  • 2
    • 0000013152 scopus 로고
    • On the statistical analysis of dirty pictures
    • series B
    • J. Besag, “On the statistical analysis of dirty pictures,” J. Roy. Statist. Soc., series B, vol. 48, pp. 259–302, 1986.
    • (1986) J. Roy. Statist. Soc , vol.48 , pp. 259-302
    • Besag, J.1
  • 3
    • 84950645271 scopus 로고
    • The predictive sample reuse method with applications
    • S. Giesser, “The predictive sample reuse method with applications,” J. Amer. Stat. Assoc., vol. 70, 320–328, 1975.
    • (1975) J. Amer. Stat. Assoc , vol.70 , pp. 320-328
    • Giesser, S.1
  • 5
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
    • S. Geman and D. Geman, “Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images,” IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-6, pp. 721–741, 1984.
    • (1984) IEEE Trans. Pattern Anal. Machine Intell , vol.PAMI-6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 7
    • 0025404969 scopus 로고
    • Bayesian reconstruction from emission tomography data using a modified EM algorithm
    • P.J. Green, “Bayesian reconstruction from emission tomography data using a modified EM algorithm,” IEEE Trans. Med. Imaging, vol. 9, 84–93, 1990.
    • (1990) IEEE Trans. Med. Imaging , vol.9 , pp. 84-93
    • Green, P.J.1
  • 9
    • 0021327145 scopus 로고
    • EM reconstruction algorithms for emission and transmission tomography
    • K. Lange and R. Carson, “EM reconstruction algorithms for emission and transmission tomography,” J. Comput. Assisted Tomography, vol. 8, pp. 306–318, 1984.
    • (1984) J. Comput. Assisted Tomography , vol.8 , pp. 306-318
    • Lange, K.1    Carson, R.2
  • 10
    • 0003663926 scopus 로고
    • Generalized Linear Models
    • New York: Chapman and Hall
    • P. McCullagh and J. A. Nelder, Generalized Linear Models. New York: Chapman and Hall, 1983.
    • (1983)
    • McCullagh, P.1    Nelder, J.A.2
  • 11
    • 84963477530 scopus 로고
    • Statistics, images, and pattern recognition
    • in discussion of “
    • A. Owen, in discussion of “Statistics, images, and pattern recognition,” B. Ripley, Canadian J. Statist., vol. 14, pp. 83–111, 1986.
    • (1986) B. Ripley, Canadian J. Statist , vol.14 , pp. 83-111
    • Owen, A.1
  • 12
    • 0003436776 scopus 로고
    • Linear Statistical Inference and its Applications
    • 2nd ed. New York: Wiley
    • C. R. Rao, Linear Statistical Inference and its Applications, 2nd ed. New York: Wiley, 1973, pp. 425–427.
    • (1973) , pp. 425-427
    • Rao, C.R.1
  • 13
    • 0020194763 scopus 로고
    • Maximum likelihood reconstruction for emission tomography
    • L. Shepp and Y. Vardi, “Maximum likelihood reconstruction for emission tomography,” IEEE Trans. Med. Imaging, vol. MI-1, pp. 113–122, 1982.
    • (1982) IEEE Trans. Med. Imaging , vol.MI-1 , pp. 113-122
    • Shepp, L.1    Vardi, Y.2
  • 15
    • 0002752852 scopus 로고
    • A smoothed EM algorithm to indirect estimation problems, with particular reference to stereology and emission tomography
    • series B
    • B.W. Silverman, M. C. Jones, D.W. Nychka, and J.D. Wilson, “A smoothed EM algorithm to indirect estimation problems, with particular reference to stereology and emission tomography,” J. Roy. Statist. Soc., series B, vol. 52, pp. 271–324, 1990.
    • (1990) J. Roy. Statist. Soc , vol.52 , pp. 271-324
    • Silverman, B.W.1    Jones, M.C.2    Nychka, D.W.3    Wilson, J.D.4
  • 16
    • 0000629975 scopus 로고
    • Cross-validatory choice and assessment of statistical predic-tions
    • series B
    • M. Stone, “Cross-validatory choice and assessment of statistical predic-tions,” J. Roy. Statist. Soc., series B, vol. 36, pp. 111–147, 1974.
    • (1974) J. Roy. Statist. Soc , vol.36 , pp. 111-147
    • Stone, M.1
  • 17
    • 84950758368 scopus 로고
    • Calculation of posterior distributions by. data augmentation
    • M. Tanner and W. H. Wong, “Calculation of posterior distributions by. data augmentation,” J. Amer. Stat. Assoc., vol. 82, pp. 528–540, 1987.
    • (1987) J. Amer. Stat. Assoc , vol.82 , pp. 528-540
    • Tanner, M.1    Wong, W.H.2
  • 18
    • 0010293907 scopus 로고
    • A statistical model for positron emission tomography
    • Y. Vardi, L. A. Shepp, and L. Kaufman, “A statistical model for positron emission tomography,” J. Amer. Stat. Assoc., vol. 80, pp. 8–25, 1985.
    • (1985) J. Amer. Stat. Assoc , vol.80 , pp. 8-25
    • Vardi, Y.1    Shepp, L.A.2    Kaufman, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.