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Volumn 2, Issue 4, 1998, Pages 395-403

A method for approximating the density of maximum-likelihood and maximum a posteriori estimates under a Gaussian noise model

Author keywords

Cram r Rao bound; Maximum likelihood estimation; Quantitation

Indexed keywords

ALGORITHM; ARTICLE; COMPUTER SIMULATION; IMAGE PROCESSING; MONTE CARLO METHOD; STATISTICAL MODEL;

EID: 0032249194     PISSN: 13618415     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1361-8415(98)80019-4     Document Type: Article
Times cited : (17)

References (12)
  • 1
    • 0000072546 scopus 로고
    • On a formula for the distribution of the maximum likelihood estimator
    • Barndorff-Nielsen, O. E. (1983) On a formula for the distribution of the maximum likelihood estimator. Biometrika, 70, 343-365.
    • (1983) Biometrika , vol.70 , pp. 343-365
    • Barndorff-Nielsen, O.E.1
  • 2
    • 0025455491 scopus 로고
    • Objective assessment of image quality: Effects of quantum noise and object variability
    • Barrett, H. H. (1990) Objective assessment of image quality: effects of quantum noise and object variability. J. Opt. Soc. Am. A, 7, 1266-1278.
    • (1990) J. Opt. Soc. Am. A , vol.7 , pp. 1266-1278
    • Barrett, H.H.1
  • 4
    • 0030109465 scopus 로고
    • Mean and variance of implicitly defined biased estimators (such as penalized maximum likelihood): Applications to tomography
    • Fessler, J. A. (1995) Mean and variance of implicitly defined biased estimators (such as penalized maximum likelihood): applications to tomography. IEEE Trans. Image Process., 5, 493-506.
    • (1995) IEEE Trans. Image Process , vol.5 , pp. 493-506
    • Fessler, J.A.1
  • 6
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions and the Bayesian restoration of images
    • Geman, S., and Geman, D. (1984) Stochastic relaxation, Gibbs distributions and the Bayesian restoration of images. IEEE Trans. PAMI, 6, 721-741.
    • (1984) IEEE Trans. PAMI , vol.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 8
    • 0025083990 scopus 로고
    • Maximum-likelihood estimation: A mathematical model for quantitation in nuclear medicine
    • Müller, S. P., Kijewski, M. F., Moore, S.C. and Holman, B. L. (1990) Maximum-likelihood estimation: a mathematical model for quantitation in nuclear medicine. J. Nucl. Med., 31, 1693-1701.
    • (1990) J. Nucl. Med. , vol.31 , pp. 1693-1701
    • Müller, S.P.1    Kijewski, M.F.2    Moore, S.C.3    Holman, B.L.4
  • 10
    • 0000491053 scopus 로고
    • The efficiency of ML-estimation at low SNR can be inferred from the probability distribution of the estimates
    • Müller, S. P., Kijewski, M. F. and Moore, S. C. (1995b) The efficiency of ML-estimation at low SNR can be inferred from the probability distribution of the estimates. J. Nucl. Med., 36, 119.
    • (1995) J. Nucl. Med. , vol.36 , pp. 119
    • Müller, S.P.1    Kijewski, M.F.2    Moore, S.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.