Mixture models for dynamic statistical pressure snakes

Proceedings - International Conference on Pattern Recognition

Volumn 16, Issue 2, 2002, Pages 721-724

  Abd Almageed, Wael ^a   Smith, Christopher E ^a  

^a University of New Mexico   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EXPECTATION MAXIMIZATION; MIXTURE MODELS; MIXTURE OF GAUSSIONS (MOG); STATISTICAL PRESSURE SNAKES; BAYESIAN THEORY; DECISION-MAKING MECHANISMS; EXPECTATION-MAXIMIZATION ALGORITHMS; MIXTURE MODEL; MIXTURE OF GAUSSIANS (MOG); NEW APPROACHES; PRESSURE MODELING; STATISTICAL MODELING;

ALGORITHMS; DATA REDUCTION; MATHEMATICAL MODELS; OPTIMIZATION; PRESSURE EFFECTS; STATISTICAL METHODS; DECISION MAKING; DECISION THEORY; IMAGE SEGMENTATION; MAXIMUM PRINCIPLE; MIXTURES;

OBJECT RECOGNITION; PATTERN RECOGNITION;

EID: 33745121582     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. M. Kass, A. Witkin and D. Terzopoulos, "Snakes: Active Contour Models," First International Conference on Computer Vision, 1987, pp. 259-268.
2. M. Taylor, A. Blake and A. Cox, "Visually Guided Grasping in 3-D," Int'l. Conf. on Robotics and Automation, San 1994.
3. D. Jang, Y. Cho and S. I. Kim, "3D Segmentation of a Medical Image using the Geometric Active Contour Model," Proceedings of the SPIE, 1999, vol.3661, pt.1-2, pp. 957-967.
4. J. Ivins and J. Porrill, "Active Region Models for Segmenting Medical Images," Proceedings of the IEEE International Conference on Image Processing, pp. 227-31, 1994.
5. A. P. Dempster, N. M. Laird and D. B. Rubin, "Maximum Likelihood from Incomplete Data via the EM Algorithm," Journal of Royal Statistical Society, 1977, B-39, pp. 1-38.
6. Rev. T. Bayes, "An Essay Toward Solving a Problem in the Doctrine of Chances," Philosophical Transactions of the Royal Society of London, 1763, 53, pp. 370-418.
7. E. M. Aitnouri, S. Wang, D. Ziou, J. Vaillancourt and L. Gagnon, "An Algorithm for Determination of the Number of Modes for pdf Estimation of Multi-Modal Histograms," Vision Interface '99, Trois-Rivieres, Canada, May 1999, pp. 368-374.