Skip to main content
Log in

A convergent monotone difference scheme for motion of level sets by mean curvature

  • Published:
Numerische Mathematik Aims and scope Submit manuscript

Summary.

An explicit convergent finite difference scheme for motion of level sets by mean curvature is presented. The scheme is defined on a cartesian grid, using neighbors arranged approximately in a circle. The accuracy of the scheme, which depends on the radius of the circle, dx, and on the angular resolution, dθ, is formally O(dx2+dθ). The scheme is explicit and nonlinear: the update involves computing the median of the values at the neighboring grid points. Numerical results suggest that despite the low accuracy, acceptable results are achieved for small stencil sizes. A numerical example is presented which shows that the centered difference scheme is non-convergent.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Barles, G., Georgelin, C.: A simple proof of convergence for an approximation scheme for computing motions by mean curvature. SIAM J. Numer. Anal. 32(2), 484–500 (1995)

    MATH  Google Scholar 

  2. Barles, G., Souganidis, P.E.: Convergence of approximation schemes for fully nonlinear second order equations. Asymptotic Anal. 4(3), 271–283 (1991)

    MATH  Google Scholar 

  3. Chen, Y.G., Giga, Y., Goto, S.: Uniqueness and existence of viscosity solutions of generalized mean curvature flow equations. J. Differential Geom. 33(3), 749–786 (1991)

    MATH  Google Scholar 

  4. Crandall, M.G., Ishii, H., Lions, P.-L.: User’s guide to viscosity solutions of second order partial differential equations. Bull. Amer. Math. Soc. (N.S.) 27(1), 1–67 (1992)

    Google Scholar 

  5. Crandall, M.G. Lions, P.-L.: Convergent difference schemes for nonlinear parabolic equations and mean curvature motion. Numer. Math. 75(1), 17–41 (1996)

    Article  MATH  Google Scholar 

  6. Michael G. Crandall. Viscosity solutions: a primer. In: Viscosity solutions and applications (Montecatini Terme, 1995), Springer, Berlin, 1997, pp. 1–43

  7. Evans, L.C., Spruck, J.: Motion of level sets by mean curvature. I. J. Diff. Geom. 33(3), 635–681 (1991)

    MATH  Google Scholar 

  8. Evans, L.C., Soner, H.M., Souganidis, P.E.: Phase transitions and generalized motion by mean curvature. Comm. Pure Appl. Math. 45(9), 1097–1123 (1992)

    MATH  Google Scholar 

  9. Evans, L.C.: Partial differential equations. American Mathematical Society, Providence, RI, 1998

  10. Merriman, B., Bence, J.K., Osher, S.J.: Motion of multiple functions: a level set approach. J. Comput. Phys. 112(2), 334–363 (1994)

    Article  Google Scholar 

  11. Motzkin, T.S., Wasow, W.: On the approximation of linear elliptic differential equations by difference equations with positive coefficients. J. Math. Physics 31, 253–259 (1953)

    MATH  Google Scholar 

  12. Oberman, A.M.: Convergent difference schemes for degenerate elliptic and parabolic equations: Hamilton-Jacobi equations and free boundary problems. SINUM, To appear 2005

  13. Osher, S., Fedkiw, R.: Level set methods and dynamic implicit surfaces. volume 153 of Appl. Math. Sci. Springer-Verlag, New York, 2003

  14. Osher, S., Paragios, N.: (eds.), Geometric level set methods in imaging, vision, and graphics. Springer-Verlag, New York, 2003

  15. Osher, S., Sethian, J.A.: Fronts propagating with curvature-dependent speed: algorithms based on Hamilton-Jacobi formulations. J. Comput. Phys. 79(1), 12–49 (1988)

    Article  MATH  Google Scholar 

  16. Sethian, J.A.: Level set methods and fast marching methods. volume 3 of Cambridge Monographs on Applied and Computational Mathematics. Cambridge University Press, Cambridge, second edition, 1999. Evolving interfaces in computational geometry, fluid mechanics, computer vision, and materials science.

  17. Walkington, N.J.: Algorithms for computing motion by mean curvature. SIAM J. Numer. Anal. 33(6), 2215–2238 (1996)

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Adam M. Oberman.

Additional information

Mathematics Subject Classification (2000): 35K65, 35K55, 65M06, 65M12

The author would like to thank P.E. Souganidis for valuable discussions, and the University of Texas at Austin for its hospitality during the course of this work.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Oberman, A. A convergent monotone difference scheme for motion of level sets by mean curvature. Numer. Math. 99, 365–379 (2004). https://doi.org/10.1007/s00211-004-0566-1

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00211-004-0566-1

Keywords

Navigation