메뉴 건너뛰기




Volumn 5032 III, Issue , 2003, Pages 1719-1727

Image analysis: Recovering the true scene from noisy images

Author keywords

Clique Potential; Finite Mixture; FM EM; Image Restoration; Markov Random Field; MRF ICM; Neighborhood System

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; COMPUTERIZED TOMOGRAPHY; IMAGE RECONSTRUCTION; ITERATIVE METHODS; MAGNETIC RESONANCE IMAGING; MARKOV PROCESSES; SPURIOUS SIGNAL NOISE;

EID: 0041469708     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.481360     Document Type: Conference Paper
Times cited : (3)

References (24)
  • 3
    • 0031987382 scopus 로고    scopus 로고
    • A nonparametric method for automatic correction of intensity nonuniformity in MRI data
    • J. Sled, A. Zijdenbos, and A. Evans, "A nonparametric method for automatic correction of intensity nonuniformity in MRI data," IEEE Transactions on Medical Imaging 17(1), pp. 87-97, 1998.
    • (1998) IEEE Transactions on Medical Imaging , vol.17 , Issue.1 , pp. 87-97
    • Sled, J.1    Zijdenbos, A.2    Evans, A.3
  • 5
    • 0026840229 scopus 로고
    • Statistical approach to x-ray CT imaging and its applications in image analysis - Part 1: Statistical analysis of x-ray CT imaging
    • T. Lei and W. Sewchand, "Statistical approach to x-ray CT imaging and its applications in image analysis - part 1: Statistical analysis of x-ray CT imaging," IEEE Transactions on Medical Imaging 11(1), pp. 53-61, 1992.
    • (1992) IEEE Transactions on Medical Imaging , vol.11 , Issue.1 , pp. 53-61
    • Lei, T.1    Sewchand, W.2
  • 6
    • 0026836262 scopus 로고
    • Statistical approach to x-ray CT imaging and its applications in image analysis - Part 2: A new stochastic model-based image segmentation technique for CT image
    • T. Lei and W. Sewchand, "Statistical approach to x-ray CT imaging and its applications in image analysis - part 2: A new stochastic model-based image segmentation technique for CT image," IEEE Transactions on Medical Imaging 12(1), pp. 62-69, 1992.
    • (1992) IEEE Transactions on Medical Imaging , vol.12 , Issue.1 , pp. 62-69
    • Lei, T.1    Sewchand, W.2
  • 7
    • 0036033417 scopus 로고    scopus 로고
    • Statistical properties of x-ray CT and MRI: From imaging physics to image statistics
    • T. Lei and J. Udupa, "Statistical properties of x-ray CT and MRI: from imaging physics to image statistics," SPIE Proceedings 4682, pp. 82-93, 2002.
    • (2002) SPIE Proceedings , vol.4682 , pp. 82-93
    • Lei, T.1    Udupa, J.2
  • 9
    • 0043250442 scopus 로고    scopus 로고
    • Statistical properties of MR imaging - Part II: In image domain
    • submitted
    • T. Lei and J. Udupa, "Statistical properties of MR imaging - part II: in image domain," ISMRM 11th Scientific Meeting and Exhibition , 2003 (submitted).
    • (2003) ISMRM 11th Scientific Meeting and Exhibition
    • Lei, T.1    Udupa, J.2
  • 12
    • 0025505758 scopus 로고
    • A model-fitting approach to cluster validation with application to stochastic model-based image segmentation
    • J. Zhang and J. Modestino, "A model-fitting approach to cluster validation with application to stochastic model-based image segmentation," IEEE Transactions on Pattern Analysis and Machine Intelligence 12(10), pp. 1009-1017, 1990.
    • (1990) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.12 , Issue.10 , pp. 1009-1017
    • Zhang, J.1    Modestino, J.2
  • 14
    • 0027308049 scopus 로고
    • The mean field theory in EM procedures for blind markov random field image
    • J. Zhang, "The mean field theory in EM procedures for blind markov random field image," IEEE Trans. on Image Proc. 2(1), pp. 27-40, 1993.
    • (1993) IEEE Trans. on Image Proc. , vol.2 , Issue.1 , pp. 27-40
    • Zhang, J.1
  • 15
    • 0034745001 scopus 로고    scopus 로고
    • Segmentation of brain MR images through a Hidden Markov Random Field model and the Expectation-Maximization algorithm
    • Y. Zhang, M. Brady, and S. Smith, "Segmentation of brain MR images through a Hidden Markov Random Field model and the Expectation-Maximization algorithm," IEEE Transactions on Medical Imaging 20(1), pp. 45-57, 2001.
    • (2001) IEEE Transactions on Medical Imaging , vol.20 , Issue.1 , pp. 45-57
    • Zhang, Y.1    Brady, M.2    Smith, S.3
  • 16
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via EM algorithm
    • A. P. Dempster, N. M.Laird, and D. B. Rubin, "Maximum likelihood from incomplete data via EM algorithm," J. R. Statist. Soc. 39, pp. 1-38, 1977.
    • (1977) J. R. Statist. Soc. , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 17
    • 0012087646 scopus 로고
    • Applications of Markov random field models in medical imaging
    • R. Leahy, T. Hebert, and R. Lee, "Applications of Markov random field models in medical imaging," Proc. IPMI 11, pp. 1-14, 1989.
    • (1989) Proc. IPMI , vol.11 , pp. 1-14
    • Leahy, R.1    Hebert, T.2    Lee, R.3
  • 18
    • 0028494865 scopus 로고
    • Parameter estimation and tissue segmentation from multispectral MR images
    • Z. Liang, J. MacFall, and D. Harrington, "Parameter estimation and tissue segmentation from multispectral MR images," IEEE Transactions on Medical Imaging 13(3), pp. 441-449, 1994.
    • (1994) IEEE Transactions on Medical Imaging , vol.13 , Issue.3 , pp. 441-449
    • Liang, Z.1    MacFall, J.2    Harrington, D.3
  • 20
    • 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. on Patt. Anal. and Machine Intell. 6(6), pp. 721-724, 1984.
    • (1984) IEEE Trans. on Patt. Anal. and Machine Intell. , vol.6 , Issue.6 , pp. 721-724
    • Geman, S.1    Geman, D.2
  • 22
    • 0034779821 scopus 로고    scopus 로고
    • A sensor array processing approach to object region detection
    • T. Lei and J. Udupa, "A sensor array processing approach to object region detection," IEEE Transactions on Biomedical Engineering 48(11), pp. 1319-1325, 2001.
    • (2001) IEEE Transactions on Biomedical Engineering , vol.48 , Issue.11 , pp. 1319-1325
    • Lei, T.1    Udupa, J.2
  • 23
    • 0043250441 scopus 로고    scopus 로고
    • Performance evaluation of some stochastic model-based image segmentation techniques
    • T. Lei and J. Udupa, "Performance evaluation of some stochastic model-based image segmentation techniques," submitted to IEEE Transactions on Image Processing , 2001.
    • (2001) IEEE Transactions on Image Processing
    • Lei, T.1    Udupa, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.