Contour tracking with automatic motion model switching

Pattern Recognition

Volumn 36, Issue 10, 2003, Pages 2411-2427

  Tissainayagam, P ^a   Suter, D ^a  

^a MONASH UNIVERSITY   (Australia)

Author keywords

Contour tracking; Deformable shapes; Model switching; Multiple model filtering; Shape space decomposition; Visual tracking

Indexed keywords

ALGORITHMS; CONTOUR MEASUREMENT; MOTION CONTROL; ROBUSTNESS (CONTROL SYSTEMS); SWITCHING;

MULTIPLE MOTIONS;

PATTERN RECOGNITION;

TRACKING;

EID: 0042198978     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0031-3203(03)00088-8     Document Type: Article

References (24)

1. A.M. Baumberg, D.C. Hogg, An efficient method for contour tracking using active shape models, Proceedings of the IEEE Workshop on Motion of Non-Rigid and Articulate Objects, Texas, USA, 1994, pp. 194-199.
2. Blake A. Isard M. Reynard D. Learning to track the visual motion of contours Artif. Intell. 78 1995 101-134
3. Curwen R. Blake A. Dynamic contours: real-time active splines Blake A. Yuille A. Active Vision 1992 39-58 MIT Cambridge, MA
4. D.P. Huttenlocher, J.J. Noh, W.J. Rucklidge, Tracking non-rigid objects in complex scenes, in: Proceedings of Fourth International Conference on Computer Vision, Berlin, Germany, 1993, pp. 93-101.
5. Isard M. Blake A. Condensation: conditional density propagation for visual tracking Int. J. Comput. Vision 28 1 1998 5-28
6. Lowe D. Robust model-based motion tracking through the integration of search and estimation Int. J. Comput. Vision 8 2 1992 113-122
7. R. Rosales, S. Sclaroff, Improved Tracking of Multiple Humans with Trajectory Prediction and Occlusion Modeling, Proceedings of IEEE Workshop on the Interpretation of Visual Motion, California, USA, June, 1998.
8. Tissainayagam P. Suter D. Visual tracking with automatic motion model switching J. Pattern Recognition 34 2001 641-660
9. D. Koller, J. Weber, J. Malik, Robust multiple car tracking with occlusion reasoning, ECCV'94, Stockholm, Sweden, 1994, pp. 189-196.
10. Blake A. Isard M. Active Contours 1998 Springer Berlin
11. J.M. Rehg, T. Kanade, Visual tracking of high dof articulated structures: an application to human hand tracking, European Conference on Computer Vision, Stockholm, Sweden, 1994, pp. 35-46.
12. Baumberg A.M. Hogg D.C. Generating spatio-temporal models from examples Image Vision Comput. 14 1996 525-532
13. Blake A. Curwen R. Zisserman A. A framework for spatio-temporal control in the tracking of visual contours Int. J. Comput. Vision 11 2 1993 127-145
14. T.F. Cootes, C.J. Taylor, Active shape models-smart snakes, in: Proceedings of British Machine Vision Conference, Leeds, UK, Springer, Berlin, 1992, pp. 266-275.
15. Cootes T.F. Cooper D. Taylor C.J. Graham J. Active shape models-their training and application Comput. Vision Image Understanding 61 1 1995 38-59
16. Kass M. Witkin A. Terzopoulos D. Snakes: active contour models Int. J. Comput. Vision 1 4 1987 321-331
17. Yuille A. Hallinan P. Deformable templates Blake A. Yuille A. Active Vision 1992 20-38 The MIT Press Cambridge, MA
18. Bartels R. Beatty J. Barsky B. An Introduction to Splines for use in Computer Graphics and Geometric Modeling 1987 Morgan Kaufmann Los Altos, CA
19. Baumberg A.M. Hogg D.C. An adaptive eigenshape model British Machine Vision Conference 1 1995 87-96
20. A.M. Baumberg, Learning deformable models for tracking human motion, Ph.D. Thesis, School of Computer Studies, University of Leeds, 1995.
21. Y. Bar-Shalom, Y. Fortmann, Tracking and data association, Mathematics in Science and Engineering, Vol. 179, AP, Boston, 1988.
22. P. Tissainayagam, D. Suter, Tracking multiple object contour with automatic motion model switching, International Conference on Pattern Recognition, Barcelona, Spain, 2000, pp. 1146-1149.
23. Bar-Shalom Y. Li X.R. Estimation and Tracking: principles, techniques, and software 1993 Artech House Boston, MA
24. Tissainayagam P. Suter D. Performance measures for assessing contour trackers Int. J. Image Graphics 2 2002 343-359