메뉴 건너뛰기




Volumn , Issue , 2007, Pages 401-408

Clustering under prior knowledge with application to image segmentation

Author keywords

[No Author keywords available]

Indexed keywords

CLASS LABELS; CLOSED FORM; COMPUTATIONALLY EFFICIENT; EM ALGORITHMS; FINITE MIXTURES; GIBBS SAMPLING; MARKOV RANDOM FIELDS; MODEL-BASED CLUSTERING; PENALIZED LOGISTIC REGRESSION; PRIOR KNOWLEDGE; PROBABILISTIC CLUSTERING; PROBABILITY DENSITIES; SEMI-SUPERVISED; SPATIAL PRIORS;

EID: 51949107548     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (19)

References (20)
  • 2
    • 0027634634 scopus 로고
    • Noncausal Gauss-Markov random fields: Parameter structure and estimation
    • N. Balram, J. Moura. "Noncausal Gauss-Markov random fields: parameter structure and estimation", IEEE Trans. Information Theory, vol. 39, pp. 1333-1355, 1993.
    • (1993) IEEE Trans. Information Theory , vol.39 , pp. 1333-1355
    • Balram, N.1    Moura, J.2
  • 4
    • 12244300524 scopus 로고    scopus 로고
    • A probabilistic framework for semi-supervised clustering
    • Seattle, WA
    • S. Basu, M. Bilenko, R. Mooney. "A probabilistic framework for semi-supervised clustering." Proc. of the KDD-2004, Seattle, WA, 2004.
    • (2004) Proc. of the KDD-2004
    • Basu, S.1    Bilenko, M.2    Mooney, R.3
  • 5
    • 0040528764 scopus 로고
    • Multinomial logistic regression
    • D. Böhning. "Multinomial logistic regression", Annals Inst. Stat. Math., vol. 44, pp. 197-200, 1992.
    • (1992) Annals Inst. Stat. Math. , vol.44 , pp. 197-200
    • Böhning, D.1
  • 6
    • 0034258869 scopus 로고    scopus 로고
    • Adaptive wavelet thresholding for image denoising and compression
    • G. Chang, B. Yu,M. Vetterli. "Adaptive wavelet thresholding for image denoising and compression." IEEE Trans. Image Proc., vol. 9, pp. 1532-1546, 2000.
    • (2000) IEEE Trans. Image Proc. , vol.9 , pp. 1532-1546
    • Chang, G.1    Yum. Vetterli, B.2
  • 10
    • 84880128402 scopus 로고    scopus 로고
    • Model-based clustering with probabilistic constraints
    • Newport Beach, CA
    • M. Law, A. Topchy, A. K. Jain. "Model-based clustering with probabilistic constraints." In Proc. of the SIAM Conf. on Data Mining, pp. 641-645, Newport Beach, CA, 2005.
    • (2005) Proc. of the SIAM Conf. on Data Mining , pp. 641-645
    • Law, M.1    Topchy, A.2    Jain, A.K.3
  • 11
    • 78651573732 scopus 로고    scopus 로고
    • Probabilistic penalized clustering
    • MIT Press
    • Z. Lu, T. Leen. "Probabilistic penalized clustering." In NIPS 17, MIT Press, 2005.
    • (2005) NIPS , vol.17
    • Lu, Z.1    Leen, T.2
  • 14
    • 0032662774 scopus 로고    scopus 로고
    • Analysis of multiresolution image denoising schemes using generalized - Gaussian and complexity priors
    • P. Moulin, J. Liu. "Analysis of multiresolution image denoising schemes using generalized - Gaussian and complexity priors," IEEE Trans. Inform. Theory, vol. 45, pp. 909-919, 1999.
    • (1999) IEEE Trans. Inform. Theory , vol.45 , pp. 909-919
    • Moulin, P.1    Liu, J.2
  • 15
    • 14344263356 scopus 로고    scopus 로고
    • Computing Gaussian mixture models with em using equivalence constraints
    • MIT Press, Cambridge, MA
    • N. Shental, A. Bar-Hillel, T. Hertz, D. Weinshall. "Computing Gaussian mixture models with EM using equivalence constraints." In NIPS 15, MIT Press, Cambridge, MA, 2003.
    • (2003) NIPS , vol.15
    • Shental, N.1    Bar-Hillel, A.2    Hertz, T.3    Weinshall, D.4
  • 16
    • 0034244751 scopus 로고    scopus 로고
    • Normalized cuts and image segmentation
    • J. Shi, J. Malik, "Normalized cuts and image segmentation." IEEE-TPAMI, vol. 22, pp. 888-905, 2000.
    • (2000) IEEE-TPAMI , vol.22 , pp. 888-905
    • Shi, J.1    Malik, J.2
  • 17
  • 18
    • 0002210265 scopus 로고
    • On the convergence properties of the em algorithm
    • C. Wu. "On the convergence properties of the EM algorithm," Ann. Statistics, vol. 11, pp. 95-103, 1983.
    • (1983) Ann. Statistics , vol.11 , pp. 95-103
    • Wu, C.1
  • 19
    • 5044221833 scopus 로고    scopus 로고
    • Spatially coherent clustering with graph cuts
    • R. Zabih, V. Kolmogorov, "Spatially coherent clustering with graph cuts." Proc. IEEE-CVPR, vol. II, pp. 437-444, 2004.
    • (2004) Proc. IEEE-CVPR , vol.2 , pp. 437-444
    • Zabih, R.1    Kolmogorov, V.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.