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Volumn 40, Issue 9, 1992, Pages 2290-2303

Statistic-Based MAP Image Reconstruction from Poisson Data Using Gibbs Priors

Author keywords

[No Author keywords available]

Indexed keywords

HEURISTIC PROGRAMMING; ITERATIVE METHODS; STATISTICAL METHODS; VECTORS;

EID: 0026923442     PISSN: 1053587X     EISSN: 19410476     Source Type: Journal    
DOI: 10.1109/78.157228     Document Type: Article
Times cited : (61)

References (26)
  • 1
    • 26444581297 scopus 로고
    • Statistical inference for MRF's with unbounded continuous spins and applications to texture representation
    • M. P. Almeida, “Statistical inference for MRF’s with unbounded continuous spins and applications to texture representation,” Ph.D. dissertation, Div. App!. Math., Brown Univ., 1989.
    • (1989) Ph.D. dissertation, Div. App!. Math., Brown Univ
    • Almeida, M.P.1
  • 5
    • 0000913755 scopus 로고
    • Spatial interaction and the statistical analysis of lattice systems
    • J. Besag, “Spatial interaction and the statistical analysis of lattice systems,” J. Roy. Stat. Soc. B, vol. 36, pp. 192–236, 1974.
    • (1974) J. Roy. Stat. Soc. B , vol.36 , pp. 192-236
    • Besag, J.1
  • 6
    • 0020139166 scopus 로고
    • Digital image restoration using spatial interaction models
    • June
    • R. Chellappa and R. Kashyap, “Digital image restoration using spatial interaction models,” IEEE Trans. Acoust., Speech, Signall Processing , vol. ASSP-30, no. 3, pp. 461–472, June 1982.
    • (1982) IEEE Trans. Acoust., Speech, Signall Processing , vol.ASSP-30 , Issue.3 , pp. 461-472
    • Chellappa, R.1    Kashyap, R.2
  • 7
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • A. P. Dempster, N. M. Laird, and D. B. Rubin, “Maximum likelihood from incomplete data via the EM algorithm,” J. Roy. Stat. Soc. B, vol. 39, pp. 1–38, 1977.
    • (1977) J. Roy. Stat. Soc. B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 8
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
    • Nov.
    • S. Geman and D. Geman, “Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images,” IEEE Trans. Patt. Anal. Machine Intell., vol. PAMI-6, no. 6 pp. 721–741, Nov. 1984.
    • (1984) IEEE Trans. Patt. Anal. Machine Intell , vol.PAMI-6 , Issue.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 9
    • 0002030206 scopus 로고
    • Bayesian image analysis: An application to single photon emission tomography
    • Washington, DC
    • S. Geman and D. McClure, “Bayesian image analysis: An application to single photon emission tomography,” in Proc. Stat. Comput. Sect., American Statistical Association, Washington, DC, 1985, pp. 12–18.
    • (1985) Proc. Stat. Comput. Sect. American Statistical Association , pp. 12-18
    • Geman, S.1    McClure, D.2
  • 10
    • 0002200424 scopus 로고
    • Statistical methods for tomographic image reconstruction
    • S. Geman and D. McClure, “Statistical methods for tomographic image reconstruction,” Bull. ISI, vol. 52, 1987.
    • (1987) Bull. ISI , vol.52
    • Geman, S.1    McClure, D.2
  • 11
    • 84912506698 scopus 로고
    • Gamma ray emission from the Galactic anticenter at MeV energies
    • Dec.
    • U. Graser and V. Schonfelder, “Gamma ray emission from the Galactic anticenter at MeV energies,” Astrophys. J., vol. 263, pp. 677–689, Dec. 1982.
    • (1982) Astrophys. J , vol.263 , pp. 677-689
    • Graser, U.1    Schonfelder, V.2
  • 12
    • 0024681039 scopus 로고
    • A generalized EM algorithm for 3-D Bayesian reconstruction from Poisson data using Gibbs priors
    • June
    • T. J. Hebert and R. Leahy, “A generalized EM algorithm for 3-D Bayesian reconstruction from Poisson data using Gibbs priors,” IEEE Trans. Med. Imaging, vol. 8, no. 2, pp. 194–202, June 1989.
    • (1989) IEEE Trans. Med. Imaging , vol.8 , Issue.2 , pp. 194-202
    • Hebert, T.J.1    Leahy, R.2
  • 14
    • 0024995040 scopus 로고
    • Statistical stopping criteria for iterative maximum likelihood reconstruction of emission images
    • T. J. Hebert, “Statistical stopping criteria for iterative maximum likelihood reconstruction of emission images,” Phys. Med. Biol., vol. 35, pp. 1221–1232, 1990.
    • (1990) Phys. Med. Biol , vol.35 , pp. 1221-1232
    • Hebert, T.J.1
  • 15
    • 0022029165 scopus 로고
    • Adaptive noise smoothing filter for images with signal dependent noise
    • D. Kuan, A. A. Sawchuk, T. Strand, and P. Chavel, “Adaptive noise smoothing filter for images with signal dependent noise,” IEEE Trans. Patt. Anal. Machine Intell., vol. PAMI-7, no. 2, pp. 165–177, 1985.
    • (1985) IEEE Trans. Patt. Anal. Machine Intell , vol.PAMI-7 , Issue.2 , pp. 165-177
    • Kuan, D.1    Sawchuk, A.A.2    Strand, T.3    Chavel, P.4
  • 16
    • 0042046822 scopus 로고
    • Bayesian statistical methods applied to emission tomography with physical phantom and patient data
    • May
    • K. M. Manbeck, “Bayesian statistical methods applied to emission tomography with physical phantom and patient data,” Ph.D. dissertation, Div. App!. Math., Brown Univ., May 1990.
    • (1990) Ph.D. dissertation, Div. App!. Math., Brown Univ
    • Manbeck, K.M.1
  • 17
    • 0003679958 scopus 로고    scopus 로고
    • Parabolic solution of inverse problems
    • Ph.D. dissertation M.I.T Sept.
    • J. L. Marroquin, “Parabolic solution of inverse problems,” Ph.D. dissertation, M.I.T., Sept. 1985.
    • Marroquin, J.L.1
  • 20
    • 0020194763 scopus 로고
    • Maximum likelihood reconstruction in positron emission tomography
    • L. Shepp and Y. Vardi, “Maximum likelihood reconstruction in positron 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
  • 21
    • 84975603097 scopus 로고
    • High resolution imaging at low light levels through weak turbulence
    • July
    • D. L. Snyder and T. J. Schulz, “High resolution imaging at low light levels through weak turbulence,” J. Opt. Soc. Amer. A, vol. 7, pp. 1251–1258, July 1990.
    • (1990) J. Opt. Soc. Amer. A , vol.7 , pp. 1251-1258
    • Snyder, D.L.1    Schulz, T.J.2
  • 23
    • 0001632008 scopus 로고
    • General structure of regularization procedures in image reconstruction
    • D. M. Titterington, “General structure of regularization procedures in image reconstruction,” Astronomy Astrophys., vol. 144, pp. 381- 387, 1985.
    • (1985) Astronomy Astrophys , vol.144 , pp. 381-387
    • Titterington, D.M.1
  • 24
    • 0020705158 scopus 로고
    • Convergence criteria for iterative restoration methods
    • H. J. Trussell, “Convergence criteria for iterative restoration methods,” IEEE Trans. Acoust., Speech, Signall Processing, vol. ASSP-31, pp. 129–136, 1983.
    • (1983) IEEE Trans. Acoust., Speech, Signall Processing , vol.ASSP-31 , pp. 129-136
    • Trussell, H.J.1
  • 25
    • 0015316602 scopus 로고
    • Two-dimensional discrete Markovian random fields
    • Mar.
    • J. Woods, “Two-dimensional discrete Markovian random fields,” IEEE Trans. Inform. Theory, vol. 18, pp. 232–240, Mar. 1972.
    • (1972) IEEE Trans. Inform. Theory , vol.18 , pp. 232-240
    • Woods, J.1
  • 26
    • 0002210265 scopus 로고
    • On the convergence properties of the EM algorithm
    • C. F. J. Wu, “On the convergence properties of the EM algorithm,” Ann. Stat., vol. 11, pp. 95–103, 1983.
    • (1983) Ann. Stat , vol.11 , pp. 95-103
    • Wu, C.F.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.