Statistical shape theory for activity modeling

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 3, Issue , 2003, Pages 493-496

  Vaswani, Namrata ^a   Roy Chowdhury, Amit ^a   Chellappa, Rama ^a  

^a UNIVERSITY OF MARYLAND   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CAMERAS; MOTION ESTIMATION; PROBABILITY; STATISTICAL METHODS;

STATISTICAL SHAPE THEORY;

VIDEO SIGNAL PROCESSING;

EID: 0141563856     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. W.E.L. Grimson, L. Lee, R. Romano, and C. Stauffer, "Using adaptive tracking to classify and monitor activities in a site," in Conference on Computer Vision and Pattern Recognition, 1998, pp. 22-31.
2. I.L. Dryden and K.V. Mardia, Statistical Shape Analysis, John Wiley and Sons, 1998.
3. D.O. Kendall, D. Barden, T.K. Carne, and H. Le, Shape and Shape Theory, John Wiley and Sons, 1999.
4. I.L. Dryden, "Statistical shape analysis in high-level vision, " in IMA Workshop on Image Analysis and High Level Vision Modeling, 2000.
5. S. Soatto and A.J. Yezzi, "Deformotion: Deforming motion, shape average and the joint registration and segmentation of images," in European Conference on Computer Vision, 2002, p. III: 32 ff.
6. I. Cohen, N. Ayache, and P. Sulger, "Tracking points on deformable objects using curvature information," in European Conference on Computer Vision, 1992, pp. 458-466.
7. D. Mumford, "Mathematical theories of shape: Do they model perception?" SPIE, vol. 1570, pp. 2-10, 1991.
8. R. Basri, L. Costa, D. Geiger, and D.W. Jacobs, "Determining the similarity of deformable shapes," Vision Research, vol. 38, pp. 2364-2385, 1998.
9. T.F. Cootes, C.J. Taylor, D.H. Cooper, and J. Graham, "Active shape models: Their training and application," CVIU, vol. 61, no. 1, pp. 38-59, January 1995.
10. L. Torresani and C. Bregler, "Space-time tracking," in ECCV02, 2002.
11. J.T. Kent, "The complex bingham distribution and shape analysis," in Journal of the Royal Statistical Society, Series B, 1994, pp. 56:285-299.
12. A. Papoulis, Probabbility, Random Variables and Stochastic Processes, McGraw-Hill, Inc., 1991.
13. Namrata Vaswani, "A linear classifier for gaussian class conditional distributions with unequal covariance matrices: Algorithm and analysis," in Submitted to IEEE Trans. on Pattern Analysis and Machine Intelligence.