Region extraction based on belief propagation for Gaussian model

Proceedings - International Conference on Pattern Recognition

Volumn 16, Issue 2, 2002, Pages 507-510

  Minagawa, Akihiro ^a   Uda, Kouji ^a   Tagawa, Norio ^a  

^a TOKYO METROPOLITAN UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL METHODS; IMAGE SEGMENTATION; ITERATIVE METHODS; PROBLEM SOLVING; WAVE PROPAGATION; PATTERN RECOGNITION; SAMPLING;

BELIEF PROPAGATION; DISCRETE LABELING PROBLEM; GAUSSIAN MODEL; REGION EXTRACTION;

FEATURE EXTRACTION; EXTRACTION;

BELIEF PROPAGATION; COMPUTATIONAL COSTS; ITERATIVE APPROACH; LOOPY BELIEF PROPAGATION; MOIRE TOPOGRAPHY; REGION EXTRACTION; REGION SEGMENTATION; STATISTICAL SAMPLING;

EID: 1542563209     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. R. G. Cowell, A. P. Dawid, S. L. Lauritzen, and D. J. Spiegelhalter. Probabilistic Networks and Expert Systems. Springer-Verlag, NY, 1999.
2. B. J. Fray. Graphical Models for Machine Learning and Digital Communication. The MIT Press, MA, 1998.
3. S. Geman and D. Geman. Stochastic relaxation, gibbs distributions, and the bayesian restoration of images. IEEE Trans. on PAMI, PAMI-6(6):721-742, 1984.
4. S. L. Horowits and T. Pavlidis. Picture segmentation by a directed split-and-merge procedure. Proc. of 2nd IJCPR, pages 424-433, 1974.
5. S. Ikada, T. Tanaka, and S. Amari. Information geometry of turbo code. Proc. of IBIS2001, pages 233-238, 2001 (in Japanese).
6. M. Ikuta, A. Minagawa, and T. Gotoh. An algorithm for region extraction based on an elastic plastic deformation model. IEICE Trans. on Inf. & Syst., J82-D-II(11):2067-2074, 1999 (in Japanese).
7. Y. Kabashima. Graphical models and variational principles for mean field approximations. Tech. Report of IEICE, NC 2001-112:39-46, 2001 (in Japanese).
8. M. Kass, A. Witkin, and D. Terzopoulis. Snakes: Active contour models. Int. J. of Computer Vision, 1(3):321-331, 1988.
9. A. Minagawa, Y. Horie, N. Tagawa, and T. Tanaka. A method for estimating multiple motion parameter and planar surface parameters without feature points correspondence. Proc. of MVA2000, pages 545-548, 2000.
10. K. Niikura, A. Minagawa, N. Tagawa, and T. Moriya. Determination of the absolute number of Moiré fringes using shading information. Proc. of 4th ICPRDT, pages 154-159, 1999.
11. J. Pearl. Probabilistic Reasoning In Intelligent Systems. Morgan Kaufmann Publishers, CA, 1988.
12. F. Tomita, Y. Shirai, and S. Tsuji. Description of textures by structural analysis. Proc. of 6th IJCAI, pages 884-889, 1979.
13. Y. Weiss. Correctness of local probability propagation in graphical models of loops. Neural Computation, 12(1):1-41, 2000.
14. Y. Weiss and W. T. Freeman. Correctness of belief propagation in gaussian graphical models of arbitrary topology. Neural Computation, 13(10):2173-2200, 2001.