Graph cuts segmentation with statistical shape priors for medical images

Proceedings - International Conference on Signal Image Technologies and Internet Based Systems, SITIS 2007

Volumn , Issue , 2007, Pages 631-635

  Zhu Jacquot, Jie ^a   Zabih, Ramin ^b  

^a Cornell University   (United States)

^b Department of Computer Science and School of Operations Research and Information Engineering   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATED SEGMENTATIONS; COMPLEX SHAPES; DIAGNOSTIC IMAGING; GRAPH CUTS; MEDICAL IMAGES; SEGMENTATION METHODS; SHAPE VARIATIONS; STATISTICAL SHAPES; TISSUE BOUNDARIES;

IMAGE ENHANCEMENT; IMAGE SEGMENTATION; INTERNET; OBJECT RECOGNITION;

MEDICAL IMAGING;

EID: 57849140612     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SITIS.2007.20     Document Type: Conference Paper

References (14)

1. K. Pohl, J. Fisher, W. Grimson, R. Kikinis, and W. Wells, "A bayesian model for joint segmentation and registration." NeuroImage, pp. 228-239, 2006.
2. A. Tsai, A. Yezzi, W. M. W. III, C. Tempany, D. Tucker, A. Fan, W. E. L. Grimson, and A. S. Will-sky, "A shape-based approach to the segmentation of medical imagery using level sets." IEEE TMI, pp. 137-154, 2003.
3. M. Rousson and N. Paragios, "Shape priors for level set representations." in ECCV, 2002, pp. 78-92.
4. M. E. Leventon, W. E. L. Grimson, and O. D. Faugeras, "Statistical shape influence in geodesic active contours," in CVPR, 2000, pp. 1316-1323.
5. T. Chan and L. Vese, "Active contours without edges." IEEE Trans. Image Processing, pp. 266-277, 2001.
6. Y. Boykov and M. -P. Jolly, "Interactive organ segmentation using graph cuts," in MICCAI, 2000, pp. 276-286.
7. G. Slabaugh and G. Unal, "Graph cuts segmentation using an elliptical shape prior." in ICIP, 2005, pp. 1222-1225.
8. D. Freedman and T. Zhang, "Interactive graph cut based segmentation with shape priors." in CVPR, 2005, pp. 755-762.
9. Y. Boykov, O. Veksler, and R. Zabih, "Fast approximate energy minimization via graph cuts," in ICCV, 1999, pp. 377-384.
10. -, "Markov random fields with efficient approximations," in CVPR, 1998, pp. 648-655.
11. S. Osher and J. Sethian, "Fronts propagation with curvature dependent speed: Algorithms based on hamilton-jacobi formulations." J. Comput. Phys., pp. 12-49, 1988.
12. C. Bishop, Neural Networks for Pattern Recognition. Oxford Univ. Press, 1995.
13. C. Rother, V. Kolmogorov, and A. Blake, ""Grab-Cut" - Interactive foreground extraction using iterated graph cuts," in SIGGRAPH, 2004, pp. 309-314.
14. A. Dempster, N. Laird, and D. Rubin., "Maximum likelihood from incomplete data via the EM algorithm." Journal of the Royal Statistical Society, pp. 1 - 38, 1977.