Tracking through clutter using graph cuts

BMVC 2007 - Proceedings of the British Machine Vision Conference 2007

Volumn , Issue , 2007, Pages

  Malcolm, James ^a   Rathi, Yogesh ^a   Tannenbaum, Allen ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; GRAPHIC METHODS;

GRAPH CUT; GRAPH-CUT TECHNIQUES; NONINTERACTING; PREDICTION CONFIDENCE; REGION OF INTEREST; ROBUST METHODS; TRACKING OBJECTS;

IMAGE SEGMENTATION;

EID: 84898430764     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5244/C.21.78     Document Type: Conference Paper

References (24)

1. S. Arulampalam, S. Maskell, N. Gordon, and T. Clapp. A tutorial on particle filters for on-line non-linear non-gaussian bayesian tracking. IEEE Trans. Signal Processing, 55(2):174-188, 2002.
2. A. Blake, C. Rother, M. Brown, and P. Torr. Interactive image segmentation using an adaptive GMMRF model. In ECCV, volume 3021, pages 428-441, 2004.
3. Y. Boykov and G. Funka-Lea. Graph cuts and efficient N-D image segmentation. IJCV, 70:109-131, 2006.
4. Y. Boykov and M. Jolly. Interactive graph cuts for optimal boundary and region segmentation of objects in N-D images. In ICIP, pages 105-112, 2001.
5. Y. Boykov and V. Kolmogorov. Computing geodesics and minimal surfaces via graph cuts. In ICCV, pages 26-33, 2003.
6. Y. Boykov, O. Veksler, and R. Zabih. Fast approximate energy minimization via graph cuts. PAMI, 23:1222-1239, 2001.
7. D. Cremers. Dynamical statistical shape priors for level set based tracking. PAMI, 28(8):1262-1273, 2006.
8. D. Cremers, T. Kohlberger, and C. Schnorr. Shape statistics in kernel space for variational image segmentation. Pattern Recognition, 36:1929-1943, 2003.
9. S. Dambreville, Y. Rathi, and A. Tannenbaum. Shape-based approach to robust image segmentation using kernel PCA. In CVPR, pages 977-984, 2006.
10. D. Freedman and T. Zhang. Interactive graph cut based segmentation with shape priors. In CVPR, pages 755-762, 2005.
11. R. Frezza, G. Picci, and S. Soatto. A Lagrangian formulation of nonholonomic path following, pages 118-133. The Confluence of Vision and Control. Springer Verlag, 1998.
12. M. Isard and A. Blake. Condensation-conditional density propagation for visual tracking. IJCV, 29(1):5-28, 1998.
13. P. Kohli and P. Torr. Effciently solving dynamic markov random fields using graph cuts. In ICCV, pages 922-929, 2005.
14. M. Leventon, E. Grimson, and O. Faugeras. Statistical shape influence in geodesic active contours. In CVPR, pages 1316-1324. IEEE, 2000.
15. E. Maggio and A. Cavallaro. Hybrid particle filter and mean shift tracker with adaptive transition model. In ICASSP, pages 221-224, 2005.
16. J. Malcolm, Y. Rathi, and A. Tannenbaum. A graph cut approach to image segmentation in tensor space. In Workshop on Component Analysis (CVPR), pages 18-25, 2007.
17. J. Malcolm, Y. Rathi, and A. Tannenbaum. Graph cut segmentation with nonlinear shape priors. In ICIP, 2007. (to appear).
18. Y. Rathi, N. Vaswani, A. Tannenbaum, and A. Yezzi. Particle filtering for geometric active contours with application to tracking moving and deforming objects. In CVPR, pages 2-9, 1997.
19. C. Rother, V. Kolmogorov, and A. Blake. GrabCut: Interactive foreground extraction using iterated graph cuts. In ACM Trans. on Graphics (SIGGRAPH), 2004.
20. J. Sethian. A fast marching level set method for monotonically advancing fronts. In Proc. Nat. Acad. Sci., volume 93, pages 1591-1595, 1996.
21. G. Slabaugh and G. Unal. Graph cuts segmentation using an elliptical shape prior. In ICIP, pages 1222-5, 2005.
22. N. Xu, R. Bansal, and N. Ahuja. Object segmentation using graph cuts based active contours. In CVPR, pages 46-53, 2003.
23. L. Yatziv, A. Bartesaghi, and G. Sapiro. O(N) implementation of the fast marching algorithm. J. of Computational Physics, 212:393-399, 2006.
24. X. Zeng, W. Chen, and Q. Peng. Efficiently solving the piecewise constant mumford-shah model using graph cuts. Technical report, Dept. of Computer Science, Zhejiang University, P.R. China, 2006.