메뉴 건너뛰기




Volumn 6, Issue 3, 1987, Pages 185-192

A Maximum A Posteriori Probability Expectation Maximization Algorithm for Image Reconstruction in Emission Tomography

Author keywords

[No Author keywords available]

Indexed keywords

BIOMEDICAL ENGINEERING - COMPUTERIZED TOMOGRAPHY; PROBABILITY; X-RAYS - APPLICATIONS;

EID: 0023421482     PISSN: 02780062     EISSN: 1558254X     Source Type: Journal    
DOI: 10.1109/TMI.1987.4307826     Document Type: Article
Times cited : (321)

References (26)
  • 2
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • A. P. Dempster, N. M. Laird, and D. D. Rubin, “Maximum likelihood from incomplete data via the EM algorithm,” J. Royal Statist. Soc., Ser. B, vol. 39, pp. 1–38, 1977.
    • (1977) J. Royal Statist. Soc., Ser. B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.D.3
  • 3
    • 0002030206 scopus 로고
    • Bayesian image analysis: An application to single photon emission tomography
    • Washington, DC: American Statistical Association, pp.
    • S. Geman and D. E. McClure, “Bayesian image analysis: An application to single photon emission tomography,” in Proc. Statist. Comput. Sect., Washington, DC: American Statistical Association, pp. 12–18, 1985.
    • (1985) Proc. Statist. Comput. Sect. , pp. 12-18
    • Geman, S.1    McClure, D.E.2
  • 4
    • 0020844872 scopus 로고
    • Bayesian approach to limited angle reconstruction in computed tomography
    • K. M. Hanson and G. W. Wecksung, “Bayesian approach to limited angle reconstruction in computed tomography,” J. Opt. Soc. Amer., vol. 73, pp. 1501–1509, 1983.
    • (1983) J. Opt. Soc. Amer. , vol.73 , pp. 1501-1509
    • Hanson, K.M.1    Wecksung, G.W.2
  • 6
    • 3343023659 scopus 로고
    • The application of maximum entropy and Bayesian optimization methods to image reconstruction from projections
    • C. R. Smith and W. T. Grandy, Jr., Eds.Dodrecht: Reidel,
    • G. T. Herman, “The application of maximum entropy and Bayesian optimization methods to image reconstruction from projections,” in Maximum-Entropy and Bayesian Methods in Inverse Problems, C. R. Smith and W. T. Grandy, Jr., Eds. Dodrecht: Reidel, 1985, pp. 319–338.
    • (1985) Maximum-Entropy and Bayesian Methods in Inverse Problems , pp. 319-338
    • Herman, G.T.1
  • 8
    • 0018495677 scopus 로고
    • On the Bayesian approach to image reconstruction
    • G. T. Herman, H. Hurwitz, A. Lent, and H. P. Lung, “On the Bayesian approach to image reconstruction,” Inf Contr., vol. 42, pp. 60–71, 1979.
    • (1979) Inf. Contr. , vol.42 , pp. 60-71
    • Herman, G.T.1    Hurwitz, H.2    Lent, A.3    Lung, H.P.4
  • 9
    • 0002527772 scopus 로고
    • A computer implementation of a Bayesian analysis of image reconstruction
    • G. T. Herman and A. Lent, “A computer implementation of a Bayesian analysis of image reconstruction,” Inf. Contr., vol. 31, pp. 364–384, 1976.
    • (1976) Inf. Contr. , vol.31 , pp. 364-384
    • Herman, G.T.1    Lent, A.2
  • 12
    • 33747490493 scopus 로고
    • Entropy reduction in Bayesian analysis of measurements
    • H. Hurwitz, Jr., “Entropy reduction in Bayesian analysis of measurements,” Phys. Rev., A, vol. 12, pp. 698–706, 1975.
    • (1975) Phys. Rev., A , vol.12 , pp. 698-706
    • Hurwitz, H.1
  • 13
    • 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. Assist. Tomogr., vol. 8, pp. 306–316, 1984.
    • (1984) J. Comput. Assist. Tomogr. , vol.8 , pp. 306-316
    • Lange, K.1    Carson, R.2
  • 14
    • 0347791043 scopus 로고
    • Bayesian image processing of data from constrained source distributions; I: Non-valued, uncorrelated and correlated lated constraints
    • Z. Liang and H. Hart, “Bayesian image processing of data from constrained source distributions; I: Non-valued, uncorrelated and correlated lated constraints,” Bull. Math. Bio., vol. 49, pp. 51–74, 1987.
    • (1987) Bull. Math. Bio. , vol.49 , pp. 51-74
    • Liang, Z.1    Hart, H.2
  • 15
    • 0023020237 scopus 로고
    • On the applicability of the maximum likelihood estimator algorithm for image recovery in accelerated positron emitter beam injection
    • J. Llacer, S. Andreae, and A. Chatterjee, “On the applicability of the maximum likelihood estimator algorithm for image recovery in accelerated positron emitter beam injection,” Proc. Soc. Photoop. Instr. Eng., vol. 671, pp. 269–276, 1986.
    • (1986) Proc. Soc. Photoop. Instr. Eng. , vol.671 , pp. 269-276
    • Llacer, J.1    Andreae, S.2    Chatterjee, A.3
  • 16
    • 0009424483 scopus 로고
    • An evaluation of the use of sieves for producing estimates of radioactivity distributions with EM algorithm for PET
    • M. I. Miller, D. L. Snyder, and S. M. Moore, “An evaluation of the use of sieves for producing estimates of radioactivity distributions with EM algorithm for PET,” IEEE Trans. Nucl. Sci., vol. NS-33, pp. 492–495, 1986.
    • (1986) IEEE Trans. Nucl. Sci. , vol.NS-33 , pp. 492-495
    • Miller, M.I.1    Snyder, D.L.2    Moore, S.M.3
  • 17
    • 0001781878 scopus 로고
    • Automatic smoothing of regression functions in generalized linear models
    • F. O'Sullivan, B. S. Yandell, and W. J. Raynor, Jr., “Automatic smoothing of regression functions in generalized linear models,” J. Amer. Stat. Assoc., vol. 81, pp. 96–103, 1986.
    • (1986) J. Amer. Stat. Assoc. , vol.81 , pp. 96-103
    • O'Sullivan, F.1    Yandell, B.S.2    Raynor, W.J.3
  • 21
    • 0020194763 scopus 로고
    • Maximum likelihood reconstruction for emission tomography
    • L. A. 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.A.1    Vardi, Y.2
  • 22
    • 0022142465 scopus 로고
    • The use of sieves to stabilize images produced with the EM algorithm for emission tomography
    • D. L. Snyder and M. I. Miller, “The use of sieves to stabilize images produced with the EM algorithm for emission tomography,” IEEE Trans. Nucl. Sci., vol. NS-32, pp. 3864–3872, 1985.
    • (1985) IEEE Trans. Nucl. Sci. , vol.NS-32 , pp. 3864-3872
    • Snyder, D.L.1    Miller, M.I.2
  • 26
    • 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. 8–37, 1985.
    • (1985) J. Amer. Stat. Assoc. , vol.80 , pp. 8-37
    • Vardi, Y.1    Shepp, L.A.2    Kaufman, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.