A unified framework for uncertainty propagation in automatic shape tracking

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn 1, Issue , 2004, Pages

  Zhou, X S ^a   Comaniciu, D ^a   Xie, B ^a   Cruceanu, R ^a   Gupta, A ^a  

^a SIEMENS CORPORATE RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC SHAPE DETECTION; AUTOMATIC TRACKING; MOTION DYNAMICS; UNCERTAINTY PROPAGATION;

CONSTRAINT THEORY; FUSION REACTIONS; LIGHTING; MAXIMUM LIKELIHOOD ESTIMATION; PROBLEM SOLVING; TRACKING (POSITION); ULTRASONICS;

OBJECT RECOGNITION;

EID: 5044221244     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (23)

1. Y. Akgul and C. Kambhamettu, "A coarse-to-fine deformable contour optimization framework," IEEE Trans. Pattern Anal. Machine Intell., vol. 25, no. 2, pp. 174-186, 2003.
2. V. R. M. S. T. B. B. Xie, D. Comaniciu, "Component fusion for face detection in the presence of heteroscedastic noise," in Annual Conf. German Soc. Patt. Recog. (DAGM'03), Magdeburg, Germany, 2003, pp. 434-441.
3. Y. Bar-Shalom and L. Campo, "The effect of the common process noise on the two-sensor fused track covariance," IEEE Trans. Aero. Elect. Syst., vol. AES-22, no. 22, pp. 803-805, 1986.
4. A. Blake and M. Isard, Active contours. Springer Verlag, 1998.
5. T. Cootes and C. Taylor, "Statistical models for appearance for computer vision," 2001. Unpublished manuscript. Available at http://www.wiau.man.ac.uk/~bim/Models/app_model.ps.gz.
6. D. Cristinacce and T. Cootes, "Facial feature detection using adaboost with shape constraints," in British Machine Vision Conference, volume 1, 2003, pp. 231-240.
7. Y. Freund and R. E. Schapire, "Experiments with a new boosting algorithm," in Proc. Int'l Conf. on Machine Learning, 1996, pp. 148-156.
8. J. Friedman, "Regularized discriminant analysis," Journal of the American Statistical Association, vol. 84, no. 405, pp. 165-175, 1989.
9. B. Heisele, T. Serre, M. Pontil, and T. Poggio, "Component-based face detection," in CVPR01, 2001, pp. I:657-662.
10. M. Irani and P. Anandan, "Factorization with uncertainty," in Proc. 6th European Conf. on Computer Vision, Dublin, Ireland, 2000, pp. 539-553.
11. G. Jacob, J. Noble, C. Behrenbruch, A. Kelion, and A. Banning, "A shape-space-based approach to tracking myocardial borders and quantifying regional left-ventricular function applied in echocardiography," IEEE Trans. Medical Imaging, vol. 21, no. 3, pp. 226-238, 2002.
12. Y. Kanazawa and K. Kanatani, "Do we really have to consider covariance matrices for image features?," in Proc. Intl. Conf. on Computer Vision, Vancouver, Canada, volume II, 2001, pp. 586-591.
13. D. G. Kendall, D. Barden, T. K. Carne, and H. Le, Shape and Shape Theory. Chichester: John Wiley & Sons, Ltd., 1999.
14. Y. Leedan and P. Meer, "Heteroscedastic regression in computer vision: Problems with bilinear constraint," Intl. J. of Computer Vision, vol. 37, no. 2, pp. 127-150, 2000.
15. X. Li, Y. Zhu, and C. Han, "Unified optimal linear estimation fusion - part i: Unified models and fusion rules," in Proc. of 3rd Intl. Conf. on Information Fusion, Paris, France, 2000. pp. MoC2-10-MoC2-17.
16. I. Mikić, S. Krucinski, and J. D. Thomas, "Segmentation and tracking in echocardiographic sequences: Active contours guided by optical flow estimates," IEEE Trans. Medical Imaging, vol. 17, no. 2, pp. 274-284, 1998.
17. S. Mitchell, J. G. Bosch, B. P. F. Lelieveldt, R. van der Geest, J. Reiber, and M. Sonka, "3-d active appearance models: segmentation of cardiac mr and ultrasound images," IEEE Trans. Medical Imaging, vol. 21, no. 9, pp. 1167-1178, 2002.
18. C. M. Otto, Textbook of Clinical Echocardiography. W. B. Saunders, Philadelphia, 2 edition, 2000.
19. C. Papageorgiou and T. Poggio, "A trainable system for object detection," Intl. J. of Computer Vision, vol. 38, no. 1, pp. 15-33, 2000.
20. P. Viola, M. Jones, and D. Snow, "Detecting pedestrians using patterns of motion and appearance," in Proc. Intl. Conf. on Computer Vision, Nice, France, 2003.
21. V. Vogelhuber and C. Schmid, "Face detection based on generic local descriptors and spatial constraints," in Int'l Conf. on Patt. Recog., volume 1, 2000, pp. 1084-1087.
22. X. S. Zhou, D. Comaniciu, and S. Krishnan, "An information fusion framework for robust shape tracking," in Int'l Workshop on Statistical and Computational Theories of Vision, Nice, France, 2003.
23. X. S. Zhou, D. Comaniciu, and S. Krishnan, "Coupled-contour tracking through non-orthogonal projections and fusion for echocardiography," in Proc. European Conf. on Computer Vision, Prague, Czech Republic, 2004.