메뉴 건너뛰기




Volumn 1, Issue , 2003, Pages

Nonparametric belief propagation

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; COMPUTER VISION; FACE RECOGNITION; GRAPH THEORY; IMAGE RECONSTRUCTION; LEARNING ALGORITHMS; MARKOV PROCESSES; MAXIMUM LIKELIHOOD ESTIMATION; MONTE CARLO METHODS; SAMPLING;

EID: 17744411678     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (309)

References (24)
  • 1
    • 0015385037 scopus 로고
    • Nonlinear Bayesian estimation using Gaussian sum approximations
    • Aug.
    • D.L. Alspach and H.W. Sorenson. Nonlinear Bayesian estimation using Gaussian sum approximations. IEEE Trans. AC, 17(4):439-448, Aug. 1972.
    • (1972) IEEE Trans. AC , vol.17 , Issue.4 , pp. 439-448
    • Alspach, D.L.1    Sorenson, H.W.2
  • 2
    • 84949966985 scopus 로고    scopus 로고
    • Finding deformable shapes using loopy belief propagation
    • J.M. Coughlan and S.J.Ferreira. Finding deformable shapes using loopy belief propagation. In ECCV, pages 453-468, 2002.
    • (2002) ECCV , pp. 453-468
    • Coughlan, J.M.1    Ferreira, S.J.2
  • 4
    • 84937565779 scopus 로고    scopus 로고
    • Robust parameterized component analysis: Theory and applications to 2D facial modeling
    • F. De la Torre and M.J. Black. Robust parameterized component analysis: Theory and applications to 2D facial modeling. In ECCV, pages 653-669, 2002.
    • (2002) ECCV , pp. 653-669
    • De La Torre, F.1    Black, M.J.2
  • 5
    • 0003665481 scopus 로고    scopus 로고
    • A. Doucet, N. de Freitas, and N. Gordon, editors; Springer-Verlag, New York
    • A. Doucet, N. de Freitas, and N. Gordon, editors. Sequential Monte Carlo Methods in Practice. Springer-Verlag, New York, 2001.
    • (2001) Sequential Monte Carlo Methods in Practice
  • 8
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
    • Nov.
    • S. German and D. Geman. Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images. IEEE Trans. PAMI, 6(6):721-741, Nov. 1984
    • (1984) IEEE Trans. PAMI , vol.6 , Issue.6 , pp. 721-741
    • German, S.1    Geman, D.2
  • 9
    • 17544404795 scopus 로고    scopus 로고
    • PAMPAS: Real-valued graphical models for computer vision
    • M. Isard. PAMPAS: Real-valued graphical models for computer vision. In CVPR, 2003
    • CVPR, 2003
    • Isard, M.1
  • 10
    • 84957604139 scopus 로고    scopus 로고
    • Contour tracking by stochastic propagation of conditional density
    • M. Isard and A. Blake. Contour tracking by stochastic propagation of conditional density. In ECCV, pages 343-356, 1996.
    • (1996) ECCV , pp. 343-356
    • Isard, M.1    Blake, A.2
  • 11
    • 0041918994 scopus 로고    scopus 로고
    • A general algorithm for approximate inference and its application to hybrid Bayes nets
    • D. Koller, U. Lerner, and D. Angelow. A general algorithm for approximate inference and its application to hybrid Bayes nets. In UAI 15, pages 324-333, 1999.
    • (1999) UAI 15 , pp. 324-333
    • Koller, D.1    Lerner, U.2    Angelow, D.3
  • 13
    • 0004171986 scopus 로고    scopus 로고
    • The AR face database
    • Technical Report 24, CVC, June
    • A.M. Martínez and R.Benavente. The AR face database. Technical Report 24, CVC, June 1998.
    • (1998)
    • Martínez, A.M.1    Benavente, R.2
  • 14
    • 0031188771 scopus 로고    scopus 로고
    • Probabilistic visual learning for object representation
    • July
    • B. Moghaddam and A. Pentland. Probabilistic visual learning for object representation. IEEE Trans. PAMI, 19(7): 696-710, July 1997.
    • (1997) IEEE Trans. PAMI , vol.19 , Issue.7 , pp. 696-710
    • Moghaddam, B.1    Pentland, A.2
  • 15
    • 0035680943 scopus 로고    scopus 로고
    • Probabilistic tracking of motion boundaries with spatiotemporal predictions
    • O. Nestares and D.J. Fleet. Probabilistic tracking of motion boundaries with spatiotemporal predictions. In CVPR, pages 358-365, 2001.
    • (2001) CVPR , pp. 358-365
    • Nestares, O.1    Fleet, D.J.2
  • 17
    • 0141519262 scopus 로고    scopus 로고
    • Learning the statistics of people in images and video
    • To appear
    • H. Sidenbladh and M.J. Black. Learning the statistics of people in images and video. IJCV, 2003. To appear.
    • IJCV, 2003
    • Sidenbladh, H.1    Black, M.J.2
  • 19
    • 0041918991 scopus 로고    scopus 로고
    • Nonparametric belief propagation
    • Technical Report 2551; MIT Laboratory for Information and Decision Systems, Oct.
    • E.B. Sudderth, A.T. Ihler, W.T. Freeman, and A.S. Willsky, Nonparametric belief propagation. Technical Report 2551. MIT Laboratory for Information and Decision Systems, Oct. 2002.
    • (2002)
    • Sudderth, E.B.1    Ihler, A.T.2    Freeman, W.T.3    Willsky, A.S.4
  • 20
    • 84948964759 scopus 로고    scopus 로고
    • Stereo matching using belief propagation
    • J. Sun, H. Shum, and N. Zheng, Stereo matching using belief propagation. In ECCV, pages 510-524, 2002.
    • (2002) ECCV , pp. 510-524
    • Sun, J.1    Shum, H.2    Zheng, N.3
  • 21
    • 0037516827 scopus 로고    scopus 로고
    • Tree-based reparameterization analysis of sum-product and its generalizations
    • May
    • M.J. Wainwright, T.S. Jaakkola, and S.S. Willsky. Tree-based reparameterization analysis of sum-product and its generalizations. IEEE Trans. IT, 49(5), May 2003.
    • (2003) IEEE Trans. IT , vol.49 , Issue.5
    • Wainwright, M.J.1    Jaakkola, T.S.2    Willsky, S.S.3
  • 22
    • 84944248013 scopus 로고    scopus 로고
    • Unsupervised learning of models for recognition
    • M. Weber, M. Welling, and P. Perona. Unsupervised learning of models for recognition. In ECCV, pages 18-32, 2000.
    • (2000) ECCV , pp. 18-32
    • Weber, M.1    Welling, M.2    Perona, P.3
  • 23
    • 0011952756 scopus 로고    scopus 로고
    • Correctness of belief propagation in Gaussian graphical models of arbitrary topology
    • Y. Weiss and W.T. Freeman. Correctness of belief propagation in Gaussian graphical models of arbitrary topology. Neural Comp., 13:2173-2200, 2001.
    • (2001) Neural Comp. , vol.13 , pp. 2173-2200
    • Weiss, Y.1    Freeman, W.T.2
  • 24
    • 0142016107 scopus 로고    scopus 로고
    • Constructing free energy approximations and generalized belief propagation algorithms
    • Technical Report 2002-35, MERL, Aug.
    • J.S. Yedidia, W.T. Freeman, and Y. Weiss. Constructing free energy approximations and generalized belief propagation algorithms. Technical Report 2002-35, MERL, Aug. 2002.
    • (2002)
    • Yedidia, J.S.1    Freeman, W.T.2    Weiss, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.