Image segmentation using a charged fluid method

Journal of Electronic Imaging

Volumn 15, Issue 2, 2006, Pages

  Chang, Herng Hua ^a   Valentino, Daniel J ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CHARGED FLUID; ELECTROSTATIC EQUILIBRIUM; FINITE-SIZE PARTICLE; IMAGE GRADIENT;

ALGORITHMS; COMPUTER SIMULATION; ELECTRIC POTENTIAL; FAST FOURIER TRANSFORMS; FLUIDS; POISSON EQUATION;

IMAGE SEGMENTATION;

EID: 33748032079     PISSN: 10179909     EISSN: 1560229X     Source Type: Journal    
DOI: 10.1117/1.2199555     Document Type: Article

References (38)

1. W. K. Pratt, Digital Image Processing, 2nd ed., Wiley, New York (1991).
2. M. Sonka, V. Hlavac, and R. Boyle, Image Processing, Analysis, and Machine Vision, PWS Publishing (1999).
3. I. N. Bankman, Handbook of Medical Imaging, Academic Press, San Diego (2000).
4. N. R. Pal and S. K. Pal, "A review on image segmentation techniques," Pattern Recogn. 26(09), 1277-1294 (1993).
5. J. A. Sethian, Level Set Methods and Fast Marching Methods, 2 ed., Cambridge Univ. Press, Cambridge (1999).
6. M. Kass, A. Witkin, and D. Terzopoulos, "Snakes: active contour models," Int. J. Comput. Vis. 1(04), 321-331 (1988).
7. L. D. Cohen, "On active contour models and balloons," CVGIP: Image Understand. 53(2), 211-218 (1991).
8. S. Osher and J. A. Sethian, "Fronts propagating with curvature dependent speed: algorithms based on hamiltons-jacobi formulations," J. Comput. Phys. 79, 12-49 (1988).
9. V. Caselles, R. Kimmel, and G. Sapiro, "Geodesic active contours," Int. J. Comput. Vis. 22(1), 61-79 (1997).
10. X. Han, C. Xu, and J. L. Prince, "A topology preserving level set method for geometric deformable models," IEEE Trans. Pattern Anal. Mach. Intell. 25(6), 755-768 (2003).
11. J. S. Suri, K. Liu, S. Singh, S. N. Laxminarayan, X. Zeng, and L. Reden, "Shape recovery algorithms using level sets in 2-D/3-D medical imagery: a state-of-the-art review," IEEE Trans. Inf. Technol. Biomed. 6(1), 8-28 (2002).
12. R. Malladi and J. A. Sethian, "An O(N LOG N) algorithm for shape modeling," Proc. Natl. Acad. Sci. U.S.A. 93, 9389-9392 (1996).
13. K. Siddiqi, Y. B. Lauziere, A. Tannenbaum, and S. W. Zucker, "Area and length minimizing flows for shape segmentation," IEEE Trans. Image Process. 7(3), 433-443 (1998).
14. C. Gout, C. L. Guyader, and L. Vese, "Segmentation under geometrical conditions using geodesic active contours and interpolation using level set methods," Numer. Algorithms 39(1-3), 155-173 (2005).
15. C. L. Guyader, D. Apprato, and C. Gout, "Using a level set approach for image segmentation under interpolation conditions," Numer. Algorithms 39(1-3), 221-235 (2005).
16. T. F. Chan and L. A. Vese, "Active contours without edges," IEEE Trans. Image Process. 10(2), 266-277 (2001).
17. A. Tsai, J. A. Yezzi, and A. S. Willsky, "Curve evolution implementation of the mumford-shah functional for image segmentation, denoising, interpolation, and magnification," IEEE Trans. Image Process. 10(8), 1169-1186 (2001).
18. D. Mumford and J. Shah, "Optimal approximations by piecewise smooth functions and associated variational problems," Commun. Pure Appl. Math. 42, 577-685 (1989).
19. L. A. Vese and T. F. Chan, "A multiphase level set framework for image segmentation using the mumford and shah model," Int. J. Comput. Vis. 50(3), 271-293 (2002).
20. W. T. Reeves, "Particle systems - a technique for modeling a class of fuzzy objects," ACM Trans. Graphics 2(2), 91-108 (1983).
21. R. W. Hockney and J. W. Eastwood, Computer Simulation Using Particles, Adam Hilger, UK (1988).
22. R. Szeliski, D. Tonnesen, and D. Terzopoulos, "Modeling surfaces of arbitrary topology with dynamic particles," in IEEE Proc. CVPR, pp. 82-87 (1993).
23. D. Stahl, N. Ezquerra, and G. Turk, "Bag-of-particles as a deformable model," in IEEE Proc. TCVG, pp. 141-150 (2002).
24. A. C. Jalba, M. H. Wilkinson, and J. B. Roerdink, "CPM: a deformable model for shape recovery and segmentation based on charged particles," IEEE Trans. Pattern Anal. Mach. Intell. 26(10), 1320-1335 (2004).
25. J. M. Dawson, "Particle simulation of plasmas," Rev. Mod. Phys. 55(2), 403-447 (1983).
26. V. K. Decyk and J. M. Dawson, "Computer model for bounded plasma," J. Comput. Phys. 30, 407-427 (1979).
27. A. B. Langdon and C. K. Birdsall, "Theory of plasma simulation using finite-size particles," Phys. Fluids 13(8), 2115-2122 (1970).
28. S. C. Neu, "Computer simulation of a non-neutral plasma column," PhD thesis, UCLA (1997).
29. S. V. Marshall and G. G. Skitek, Electromagnetic Concepts and Applications, Prentice-Hall, Englewood Cliffs, NJ (1987).
30. D. K. Cheng, Field and Wave Electromagnetics, 2 ed., Addison-Wesley, Reading, MA (1989).
31. W. L. Kruer, J. M. Dawson, and B. Rosen, "The dipole expansion method for plasma simulation," J. Comput. Phys. 13, 114-129 (1973).
32. T. Pavlidis, Algorithms for Graphics and Image Processing, Computer Science Press, (1982).
33. A. J. Tabatabai and O. R. Mitchell, "Edge location to subpixel values in digital imagery," IEEE Trans. Pattern Anal. Mach. Intell. 6(2), 188-201 (1984).
34. M. Kisworo, S. Venkatesh, and G. West, "Modeling edges at subpixel accuracy using the local energy approach," IEEE Trans. Pattern Anal. Mach. Intell. 16(4), 405-410 (1994).
35. K. Jensen and D. Anastassiou, "Subpixel edge localization and the interpolation of still images," IEEE Trans. Image Process. 4(3), 285-295 (1995).
36. D. J. Valentino, K. Ma, C. C. Wei, and S. C. Neu, "A portable framework for medical imaging display: the jViewbox," in Proc. Annual Meeting Radiological Sci. North Am., p. 891 (2002).
37. T. McInerney and D. Terzopoulos, "T-snakes: topology adaptive snakes," Med. Image Anal 4(2), 73-91 (2000).
38. J. S. Suri, "Two-dimensional fast magnetic resonance brain segmentation," IEEE Eng. Med. Biol. Mag. 20(4), 84-95 (2001).