Online learning and partitioning of linear displacement predictors for tracking

BMVC 2008 - Proceedings of the British Machine Vision Conference 2008

Volumn , Issue , 2008, Pages

  Ellis, Liam ^a   Matas, Jiri ^b   Bowden, Richard ^a  

^a UNIVERSITY OF SURREY   (United Kingdom)

^b CZECH TECHNICAL UNIVERSITY IN PRAGUE   (Czech Republic)

Author keywords

[No Author keywords available]

Indexed keywords

PIECEWISE LINEAR TECHNIQUES;

APPEARANCE MODELING; COMPUTATIONAL COSTS; IMAGE INTENSITIES; LINEAR DISPLACEMENTS; LINEAR PREDICTORS; OFF-LINE LEARNING; PIECEWISE LINEAR REGRESSION; VIDEO SEQUENCES;

COMPUTER VISION;

EID: 84898414248     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5244/C.22.4     Document Type: Conference Paper

References (15)

1. S. Baker and I. Matthews. Lucas-kanade 20 years on: A unifying framework: Part 1, 2002.
2. Timothy F. Cootes, Gareth J. Edwards, and Christopher J. Taylor. Active appearance models. In ECCV (2), pages 484-498, 1998.
3. N.D.H. Dowson and R. Bowden. N-tier simultaneous modelling and tracking for arbitrary warps. In Proc. of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pages 99-105. Computer Vision and Pattern Recognition, 2005.
4. N.D.H. Dowson and R. Bowden. N-tier simultaneous modelling and tracking for arbitrary warps. In M. Chantler, R. Fisher, and M. Trucco, editors, Proc. of the 17th British Machine Vision Conference. British Machine Vision Association, 2006.
5. L Ellis and R Bowden. Linear predictors for fast simultaneous modeling and tracking. In submitted to Workshop on Non-rigid Registration and Tracking through Learning, Eleventh IEEE Intl. Conf. Computer Vision, Rio de Janeiro, Brazil, 2007.
6. Grabner-M. Bischof H. Grabner, H. Real-time tracking via on-line boosting. In M. Chantler, R. Fisher, and M. Trucco, editors, Proc. of the 17th British Machine Vision Conference, pages 47-56. British Machine Vision Association, 2006.
7. Allan D. Jepson, David J. Fleet, and Thomas F. El-Maraghi. Robust online appearance models for visual tracking. In CVPR (1), pages 415-422, 2001.
8. Frédéric Jurie and Michel Dhome. Real time robust template matching. In BMVC, 2002.
9. Bruce D. Lucas and Takeo Kanade. An iterative image registration technique with an application to stereo vision. In IJCAI, pages 674-679, 1981.
10. Éric Marchand, Patrick Bouthemy, François Chaumette, and Valérie Moreau. Robust real-time visual tracking using a 2d-3d model-based approach. In ICCV, pages 262-268, 1999.
11. Jiri Matas, Karel Zimmermann, Tomás Svoboda, and Adrian Hilton. Learning efficient linear predictors for motion estimation. In ICVGIP, pages 445-456, 2006.
12. Iain Matthews, Takahiro Ishikawa, and Simon Baker. The template update problem. IEEE Trans. Pattern Anal. Mach. Intell., 26(6):810-815, 2004.
13. Yaser Ajmal Sheikh, E. Khan, and Takeo Kanade. Mode-seeking by medoidshifts. In Eleventh IEEE International Conference on Computer Vision (ICCV 2007), number 141, October 2007.
14. Oliver M. C. Williams, Andrew Blake, and Roberto Cipolla. A sparse probabilistic learning algorithm for real-time tracking. In ICCV, pages 353-361, 2003.
15. Alper Yilmaz, Omar Javed, and Mubarak Shah. Object tracking: A survey. ACM Comput. Surv., 38(4), 2006.