Fast interactive multi-region cardiac segmentation with linearly ordered labels

Proceedings - International Symposium on Biomedical Imaging

Volumn , Issue , 2012, Pages 1409-1412

  Rajchl, M ^a,b   Yuan, J ^a   Ukwatta, E ^a,b   Peters, P M ^a,b  

^a ROBARTS RESEARCH INSTITUTE   (Canada)

^b UNIVERSITY OF WESTERN ONTARIO   (Canada)

Author keywords

CT; Image Segmentation; Max Flow; MRI; Ultrasound

Indexed keywords

CARDIAC CT; CARDIAC IMAGE SEGMENTATION; CARDIAC SEGMENTATION; CT; DATA SETS; EXTRA COMPUTATIONS; GEOMETRICAL CONSTRAINTS; INTERACTIVE APPROACH; LINEAR ORDER; MAX FLOW ALGORITHM; MAX-FLOW; MULTI-MODALITY; MULTIREGION SEGMENTATION; SEGMENTATION RESULTS; USER INTERACTION;

CONVEX OPTIMIZATION; MAGNETIC RESONANCE IMAGING; MEDICAL IMAGING; PROGRAM PROCESSORS; ULTRASONICS;

IMAGE SEGMENTATION;

EID: 84864829744     PISSN: 19457928     EISSN: 19458452     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2012.6235832     Document Type: Conference Paper

References (19)

1. Wolfgang Birkfellner, Applied Medical Image Processing: A Basic Course, CRC Press, 2011.
2. Paul A. Yushkevich, Joseph Piven, Heather Cody Hazlett, Rachel Gimpel Smith, Sean Ho, James C. Gee, and Guido Gerig, "User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability," Neuroimage, vol. 31, no. 3, pp. 1116-1128, 2006.
3. Andrew Top, Ghassan Hamarneh, and Rafeef Abugharbieh, "Active learning for interactive 3d image segmentation," in Medical Image Computing and Computer-Assisted Intervention (MICCAI). 2011, vol. 6893 of LNCS, pp. 603-610, Springer Berlin / Heidelberg.
4. Andrew Delong and Yuri Boykov, "Globally optimal segmentation of multi-region objects.," in ICCV'09, 2009, pp. 285-292.
5. Qi Song, Xiaodong Wu, Yunlong Liu, M. Sonka, and M. Garvin, "Simultaneous searching of globally optimal interacting surfaces with shape priors," in CVPR 2010, june 2010, pp. 2879 -2886.
6. Olga Veksler, "Star shape prior for graph-cut image segmentation," in ECCV, 2008, pp. 454-467.
7. Pedro F. Felzenszwalb and Olga Veksler, "Tiered scene labeling with dynamic programming," in CVPR, 2010, pp. 3097-3104.
8. Nikos Paragios, "A level set approach for shape-driven segmentation and tracking of the left ventricle," IEEE Trans. Med. Imaging, vol. 22, no. 6, pp. 773-776, 2003.
9. Honghai Zhang, Andreas Wahle, Ryan K. Johnson, Thomas D. Scholz, and Milan Sonka, "4-d cardiac mr image analysis: Left and right ventricular morphology and function," IEEE Trans. Med. Imaging, vol. 29, no. 2, pp. 350-364, 2010.
10. Mohammad Saleh Nambakhsh, Jing Yuan, Ismail Ben Ayed, Kumaradevan Punithakumar, Aashish Goela, Ali Islam, Terry M. Peters, and Shuo Li, "A convex maxflow segmentation of lv using subject-specific distributions on cardiac mri," in IPMI, 2011, pp. 171-183.
11. Ismail Ben Ayed, Kumaradevan Punithakumar, Shuo Li, Ali Islam, and Jaron Chong, "Left ventricle segmentation via graph cut distribution matching," in MICCAI (1), 2009, pp. 901-909.
12. H. Ishikawa, "Exact optimization for markov random fields with convex priors," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 25, pp. 1333-1336, October 2003.
13. A. Chambolle, D. Cremers, and T. Pock, "A convex approach for computing minimal partitions," Tech. Rep. TR-2008-05, University of Bonn, November 2008.
14. J. Yuan, E. Bae, and X.C. Tai, "A study on continuous max-flow and min-cut approaches," in CVPR, USA, San Francisco, 2010.
15. E. Bae, J. Yuan, X.-C. Tai, and Y. Boycov, "A study on continuous max-flow and min-cut approaches part ii: Multiple linearly ordered labels," Technical report CAM-10-62, UCLA, 2010.
16. M. Rajchl, J. Yuan, and T.M. Peters, "Real-time segmentation in 4d ultrasound with continuous max-flow," in SPIE Medical Imaging, USA, San Diego, 2012.
17. Y. Boykov and M.P. Jolly, ," in Interactive Graph Cuts for Optimal Boundary & Region Segmentation of Objects in N-D Images. International Conference on Computer Vision (ICCV), 2001, vol. I, pp. 105-111.
18. Mila Nikolova, Selim Esedoglu, and Tony F. Chan, "Algorithms for finding global minimizers of image segmentation and denoising models," SIAM J. App. Math., vol. 66, no. 5, pp. 1632-1648, 2006.
19. Dimitri P. Bertsekas, Nonlinear Programming, Athena Scientific, September 1999.