Model-based graph cut method for segmentation of the left ventricle

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 7 VOLS, Issue , 2005, Pages 3059-3062

  Xiang, Lin ^a   Cowan, Brett ^b   Young, Alistair ^a  

^a UNIVERSITY OF AUCKLAND   (New Zealand)

^b UNIVERSITY OF AUCKLAND   (New Zealand)

Author keywords

[No Author keywords available]

Indexed keywords

HIGH LEVEL INFORMATION; IN LOCAL MINIMA; LEFT VENTRICLE; MODEL BASED GRAPH CUT METHOD;

DISEASES; GRAPH THEORY; IMAGE ANALYSIS; IMAGE SEGMENTATION; MEDICAL IMAGING; OPTIMIZATION;

BIOLOGICAL ORGANS;

EID: 33846904350     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. L. Cohen, "On Active Contour Models and Balloons," CVGIP: Image Understanding, vol.53, no.2, pp.211-218, March 1991.
2. A. Singh, L. Kurowski and M. Chiu, "Cardiac MR Image Segmentation Using Deformable Models," Proc. of SPIE - The International Society for Optical Engineering, Vol.1905, No.8, pp.8-28, 1993.
3. A. Young, B. Cowan, S. Thrupp, W. Hedley and L. Dell'Italia, "Left Ventricular Mass and Volume: Fast Calculation with Guide-Point Modeling on MR Images," In Radiology, vol.216, pp.597-602, 2000.
4. Y. Boykov, M. P. Jolly, "Interactive Organ Segmentation Using Graph Cuts," Medical Image Computing and Computer-Assisted Intervention, pp.276-286, 2000.
5. E. Dahlhaus, D. S. Johnson, C. H. Papadimitriou, P. D. Seymour and M. Yannakakis, "The Complexity of Multiway Cuts (extended abstract)," Proc. of the Twenty-fourth Annual ACM Symposium on Theory of Computing, pp.241-251, May, 1992.
6. MP. Jolly, N. Duta and G. Funka-Lea, "Segmentation of the Left Ventricle in Ccardiac MR Images," Computer vision, 2001. ICCV 2001. Proc. Eighth IEEE Intl. Conf. vol.1, pp.501-508, July 2001.
7. N. Paragios, "A Variational Approach for the Segmentation of the Left Ventricle in Cardiac Image Analysis," IJCV, vol.50, pp.345-362, 2002.
8. J. Suri, "Segmentation and Quantification Techniques for Fitting Computer Vision Models to Cardiac MR, CT, C-Ray and PET Image Data," In: J. Suri, S. Setarehdan and S. Singh, eds. Advanced Algorithmic Approaches to Medical Image Segmentation, Springer-Verlag, London, pp.131-227, 2002.
9. V. Kolmogorov, Graph Based Algorithms for Scene Reconstruction from Two or More Views, PHD thesis, Cornell University, 2004.