An expectation maximization algorithm for inferring offset-normal shape distributions

AISTATS 2005 - Proceedings of the 10th International Workshop on Artificial Intelligence and Statistics

Volumn , Issue , 2005, Pages 389-396

  Welling, Max ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; EM ALGORITHMS; EXPECTATION-MAXIMIZATION ALGORITHMS; PARAMETERIZED; PROBABILITY DENSITIES; REAL WORLD DATA; SHAPE DATA; SHAPE DISTRIBUTION; STATISTICAL THEORY;

ARTIFICIAL INTELLIGENCE; COVARIANCE MATRIX; MEDICAL IMAGING; NORMAL DISTRIBUTION; OBJECT RECOGNITION; VIRTUAL REALITY;

ALGORITHMS;

EID: 84862615049     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. F.L. Bookstein. Lecture Notes on Biomathematics, Vol. 24. Springer Verlag, 1978.
2. F.L. Bookstein. A statistical method for biological shape comparison. J. Theor. Biol., 107:475-520, 1984.
3. F.L. Bookstein. Size and shape spaces for landmark data in two dimensions. Statistical Science, 1(2):181-242, 1986.
4. F.L. Bookstein. Morphometric tools for landmark data. Cambridge University Press, 1991.
5. M.C. Burl. Recognition of visual object classes. PhD thesis, Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, 1997.
6. M.C. Burl, T.K. Leung, and P. Perona. "Face Localization via Shape Statistics". In Int Workshop on Automatic Face and Gesture Recognition, 1995.
7. I.L. Dryden and K.V. Mardia. General shape distributions in a plane. Advanced Applied Probability, 23:259-276, 1991.
8. I.L. Dryden and K.V. Mardia. Size and shape analysis of landmark data. Biometrika, 79:57-68, 1992.
9. I.L. Dryden and K.V. Mardia. Statistical shape analysis. Wiley, 1998.
10. D.G. Kendall. The diffusion of shape. Advances Applied Probability, 9:428-430, 1977.
11. D.G. Kendall. Shape manifolds, procrustean metrics, and complex projective spaces. Bull. London Math Soc., 16:81-121, 1984.
12. D.G. Kendall. A survey of the statistical theory of shape. Statistical Science, 4(2):87-120, 1989.
13. T.K. leung, M.C. Burl, and P. Perona. Probabilistic affine invariants for recognition. In Proceedings of the Conference on Computer Vision and Pattern Recognition, 1998.
14. K.V. Mardia and I.L. Dryden. Shape distributions for landmark data. Adv. Appl. Prob., 21:742-755, 1989.
15. H. Ziezold. On expected figures and a strong law of large numbers for random elements in quasi-metric spaces. In Trans. 7th Praque Conf. Information Theory, Statistical Decision Functions, Random Processses and of the 1974 European Meeting of Statisticians, volume A, pages 591-602, Prague, 2000.