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Volumn 22, Issue 12, 2002, Pages 1479-1483

Study on Bayesian probabilistic image automatic segmentation

Author keywords

Automatic image segmentation; EM algorithm; Finite mixture model; Region number determination

Indexed keywords

MATHEMATICAL MODELS; PROBABILITY DISTRIBUTIONS;

EID: 0036976981     PISSN: 02532239     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (15)

References (12)
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  • 3
    • 0021404166 scopus 로고
    • Mixture densities, maximum likelihood and the EM algorithm
    • Redner R A, Walker H F. Mixture densities, maximum likelihood and the EM algorithm. SIAM Review, 1984, 26 (2): 195-239
    • (1984) SIAM Review , vol.26 , Issue.2 , pp. 195-239
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  • 4
    • 0029404688 scopus 로고
    • Statistical models of partial volume effect
    • Santago P, Gage H D. Statistical models of partial volume effect. IEEE Trans. Image Processing, 1995, 4 (11): 1531-1540
    • (1995) IEEE Trans. Image Processing , vol.4 , Issue.11 , pp. 1531-1540
    • Santago, P.1    Gage, H.D.2
  • 5
    • 0032122746 scopus 로고    scopus 로고
    • Bayesian pixel classification using spatially variant finite mixtures and the generalized EM algorithm
    • Sanjay-Gopal S, Hebert T J. Bayesian pixel classification using spatially variant finite mixtures and the generalized EM algorithm. IEEE Trans. Image Processing, 1998, 7 (7): 1014-1028
    • (1998) IEEE Trans. Image Processing , vol.7 , Issue.7 , pp. 1014-1028
    • Sanjay-Gopal, S.1    Hebert, T.J.2
  • 7
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike H. A New Look at the Statistical Model Identification. IEEE Transactions on Automatic Control, 1974, 19 (6): 716-723
    • (1974) IEEE Transactions on Automatic Control , vol.19 , Issue.6 , pp. 716-723
    • Akaike, H.1
  • 8
    • 34250108028 scopus 로고
    • Model selection and Akaike's information criterion: The general theory and its analytical extensions
    • Bozdogan H. Model Selection and Akaike's Information Criterion: The General Theory and Its Analytical Extensions. Psychometrika, 1987, 52 (3): 345-370
    • (1987) Psychometrika , vol.52 , Issue.3 , pp. 345-370
    • Bozdogan, H.1
  • 9
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz G. Estimating the Dimension of a Model. The Annals of Statisticals, 1978, 6 (2): 461-464
    • (1978) The Annals of Statisticals , vol.6 , Issue.2 , pp. 461-464
    • Schwarz, G.1
  • 10
    • 0031624289 scopus 로고    scopus 로고
    • Comparison on Bayesian YING-YANG theory based clustering number selection criterion with information theoretical criteria
    • ANCHORAGE, USA
    • Lai Z B, Guo P, Wang T J et al.. Comparison on Bayesian YING-YANG theory based clustering number selection criterion with information theoretical criteria. Proceedings of IEEE International Joint Conference on Neural Networks (IJCNN'98), ANCHORAGE, USA, 1998, 1: 725-729
    • (1998) Proceedings of IEEE International Joint Conference on Neural Networks (IJCNN'98) , vol.1 , pp. 725-729
    • Lai, Z.B.1    Guo, P.2    Wang, T.J.3
  • 11
    • 0030698472 scopus 로고    scopus 로고
    • Image nonlinear segmentation based on multilayer neural networks
    • Chinese source
    • Guo Ping, Liu Dahe, Cui Jiansheng. Image nonlinear segmentation based on multilayer neural networks. Acta Optica Sinica, 1997, 17 (1): 74-78 (in Chinese)
    • (1997) Acta Optica Sinica , vol.17 , Issue.1 , pp. 74-78
    • Guo, P.1    Liu, D.2    Cui, J.3
  • 12
    • 0013030904 scopus 로고    scopus 로고
    • A study on color space selection for determining image segmentation region number
    • Monte Carlo Resort, Las Vegas, Nevada, USA
    • Guo P, Lyu M R. A Study on Color Space Selection for Determining Image Segmentation Region Number. Proceedings of the 2000 International Conference on Artificial Intelligence, Monte Carlo Resort, Las Vegas, Nevada, USA, June 26-29, 2000, 3: 1127-1132
    • (2000) Proceedings of the 2000 International Conference on Artificial Intelligence , vol.3 , pp. 1127-1132
    • Guo, P.1    Lyu, M.R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.