Medical image segmentation using a geometric active contour model based on level set method

IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing - Proceedings

Volumn , Issue , 2007, Pages 577-580

  Lee, MyungEun ^a   Park, SoonYoung ^b   Cho, WanHyun ^a   Kim, SooHyung ^a  

^a Chonnam National University   (South Korea)

^b Mokpo National University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTERIZED TOMOGRAPHY; DIGITAL IMAGE STORAGE; IMAGE PROCESSING; IMAGE SEGMENTATION; LEVEL MEASUREMENT; SIGNAL PROCESSING; SPEED;

ACTIVE CONTOUR MODEL (ACM); COMPUTER TOMOGRAPHY (CT) IMAGES; LEVEL SET (LS); LEVEL SET METHOD (LSM); MEDICAL IMAGE SEGMENTATION; PACIFIC RIM; SEGMENTATION ACCURACY; SPEED FUNCTIONS;

SET THEORY;

EID: 47349091411     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PACRIM.2007.4313302     Document Type: Conference Paper

References (10)

1. Armato, S. G. and Sensakovic, W. F., Automated lung Segmentation for Thoracic CT, Academic Radiology, volume 11, 2004, pp. 1011-1021.
2. Caselles, V., Catte, F., Coll, T. and Dibos, F., A geometric model for active contours, Numerische Mathematik, 1993, 66:1-31.
3. Kimmel, R., Fast Edge Integration Geometric Level Set Methods, Springer, 2003, pp. 59-77.
4. Malladi, R., Setian, J. A. and Vemuri, B. C., Shape Modeling with Front Propagation: A level Set Approach, IEEE Transaction on PAMI, Vol. 17, 1995, pp. 158-175.
5. Whitaker, R., Modeling deformable Surfaces with Level Sets, IEEE Computer Graphics and Applications, Vol. 24(5), 2004, pp. 6-9.
6. Gout, C., Guyader C. L., and Vese L., Segmentation under Geometrical Conditions using Geodesic Active Contours and Interpolation using Level Set Methods, Numerical Algorithms, 2005, pp. 155-173.
7. Sethian, J. A., Level Set Methods and Fast Marching Methods, Cambridge university press, 2005.
8. Sonka, M. and Fitzpatick, J. M., Handbook of Medical imaging: Volume2 Medical Image Processing and Analysis, SPIE Press, 2000.
9. Malladi, R. and Sethian, J. A., Image processing: Flows under min/max curvature and mean curvature, Graphical Models and Image Processing, Vol. 58(2), 1996, pp. 127-141.
10. Vese, L. A. and Chan, T. F., A Multiphase Level Set Framework for Image Segmentation Using the Mumford and shah model, International Journal of Computer Vision, Vol. 50, 2002, pp. 271-293.