Abstract
Based on the local discontinuous Galerkin method, two substantially different mixed formulations for the subjective surfaces problem are compared using a number of numerical tests of various types. The work also performs the energy stability analysis for both schemes.
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Aizinger, V.: A geometry independent slope limiter for the discontinuous Galerkin method. In: Krause, E., Shokin, Y., Resch, M., Kröner, D., Shokina, N. (eds.) Computational Science and High Performance Computing IV, Volume 115 of Notes on Numerical Fluid Mechanics and Multidisciplinary Design, pp. 207–217. Springer, Berlin (2011)
Aizinger, V., Dawson, C.: The local discontinuous Galerkin method for three-dimensional shallow water flow. Comput. Methods Appl. Mech. Eng. 196(4), 734746 (2007)
Aizinger, V., Kosik, A., Kuzmin, D., Reuter, B.: Anisotropic slope limiting for discontinuous Galerkin methods. Int. J. Numer. Methods Fluids 84(9), 543565 (2017)
Aizinger, V., Rupp, A., Schütz, J., Knabner, P.: Analysis of a mixed discontinuous Galerkin method for instationary Darcy flow. Comput. Geosci. 22(1), 179–194 (2018)
Arnold, D.N., Brezzi, F., Cockburn, B., Marini, L.D.: Analysis of discontinuous Galerkin methods for elliptic problems. SIAM J. Numer. Anal. 39, 1749–1779 (2002)
Baswaraj, D., Govardhan, A., Premchand, P.: Active contours and image segmentation: the current state of the art. Glob. J. Comput. Sci. Technol. 12(11-F) (2012). https://computerresearch.org/index.php/computer/article/view/568
Belhachmi, Z., Bernardi, C., Deparis, S.: Weighted Clément operator and application to the finite element discretization of the axisymmetric Stokes problem. Numer. Math. 105(2), 217–247 (2006)
Bungert, L., Aizinger, V., Fried, M.: A discontinuous Galerkin method for the subjective surfaces problem. J. Math. Imaging Vis. 58(1), 147–161 (2017)
Caselles, V., Kimmel, R., Sapiro, G.: Geodesic active contours. Int. J. Comput. Vis. 22(1), 61–79 (1997)
Chan, T.F., Moelich, M., Sandberg, B.: Some recent developments in variational image segmentation. In: Tai, X.-C., Lie, K.-A., Chan, T.F., Osher, S. (eds.) Image Processing Based on Partial Differential Equations, pp. 175–210. Springer, New York (2007)
Chan, T.F., Sandberg, B., Vese, L.A.: Active contours without edges for vector-valued images. J. Vis. Commun. Image Represent. 11(2), 130–141 (2000)
Chan, T.F., Vese, L.A.: Active contours without edges. IEEE Trans. Image Process. 10(2), 266–277 (2001)
Cockburn, B., Dawson, C.: Some extensions of the local discontinuous Galerkin method for convection-diffusion equations in multidimensions. In: Whiteman, J. (eds.) Proceedings of the 10th Conference on the Mathematics of Finite Elements and Applications, pp. 225–238. Elsevier, Amsterdam (2000)
Cockburn, B., Shu, C.: The local discontinuous Galerkin method for time-dependent convection-diffusion systems. SIAM J. Numer. Anal. 35(6), 2440–2463 (1998)
Corsaro, S., Mikula, K., Sarti, A., Sgallari, F.: Semi-implicit covolume method in 3D image segmentation. SIAM J. Sci. Comput. 28, 2248–2265 (2006)
Feng, X., Li, Y.: Analysis of symmetric interior penalty discontinuous Galerkin methods for the Allen–Cahn equation and the mean curvature flow. IMA J. Numer. Anal. 35, 1622–1651 (2014)
Frank, F., Reuter, B., Aizinger, V.: FESTUNG—The Finite Element Simulation Toolbox for UNstructured Grids. http://www.math.fau.de/FESTUNG. Accessed 15 Feb 2018
Frank, F., Reuter, B., Aizinger, V., Knabner, P.: FESTUNG: a MATLAB/GNU Octave toolbox for the discontinuous Galerkin method, part I—diffusion operator. Comput. Math. Appl. 70(1), 11–46 (2015)
Fried, M.: Berechnung des Krmmungsflusses von Niveauflächen (in German). Master’s thesis, University of Freiburg (1993)
Fried, M.: Multichannel image segmentation using adaptive finite elements. Comput. Vis. Sci. 12(3), 125–135 (2009)
Fried, M., Mikula, K.: Efficient subjective surfaces segmentation by adaptive finite elements. In: Lecture Presented at the IMI International Workshop on Computational Photography and Aesthetics, 12 (2009)
Frolkovič, P., Mikula, K.: Flux-based level set method: a finite volume method for evolving interfaces (2003). https://doi.org/10.1016/j.apnum.2006.06.002
Frolkovič, P., Mikula, K.: High-resolution flux-based level set method. SIAM J. Sci. Comput. 29(2), 579–597 (2007)
Jaust, A., Reuter, B., Aizinger, V., Schütz, J., Knabner, P.: FESTUNG: a MATLAB/GNU Octave toolbox for the discontinuous Galerkin method, part III—hybridized discontinuous Galerkin (HDG) formulation. Submitted to Computers & Mathematics with Applications (2018)
Kanizsa, G.: Subjective contours. Sci. Am. 234(4), 48–52 (1976)
Karasözen, B., Filibelioğlu, A.S., Uzunca, M.: Energy stable discontinuous Galerkin finite element method for the Allen–Cahn equation. arXiv preprint arXiv:1409.3997 (2014)
Kass, M., Witkin, A., Terzopoulos, D.: Snakes: active contour models. Int. J. Comput. Vis. 1(4), 321–331 (1988)
Kuzmin, D.: A vertex-based hierarchical slope limiter for adaptive discontinuous Galerkin methods. J. Comput. Appl. Math. 233(12), 3077–3085 (2010). Finite Element Methods in Engineering and Science (FEMTEC 2009)
Mikula, K., Peyriéras, N., Remešíková, M., Sarti, A.: 3D embryogenesis image segmentation by the generalized subjective surface method using the finite volume technique. In: Eymard, R., Hérard, J.-M. (eds.) Finite Volumes for Complex Applications V, pp. 585–592. Wiley, New York (2008)
Mikula, K., Sarti, A.: Parallel co-volume subjective surface method for 3D medical image segmentation. In: Suri, J.S., Farag, A.A. (eds.) Deformable Models, Topics in Biomedical Engineering. International Book Series, pp. 123–160. Springer, New York (2007)
Mikula, K., Sarti, A., Sgallari, F.: Co-volume level set method in subjective surface based medical image segmentation. In: Suri, J.S., Wilson, D.L., Laxminarayan, S. (eds.) Handbook of Biomedical Image Analysis, pp. 583–626. Springer, New York (2005)
Mirabito, C., Dawson, C., Aizinger, V.: An a priori error estimate for the local discontinuous Galerkin method applied to two-dimensional shallow water and morphodynamic flow. Numer. Methods Partial Differ. Equ. 31(2), 397–421 (2015)
Mumford, D., Shah, J.: Optimal approximations by piecewise smooth functions and associated variational problems. Commun. Pure Appl. Math. 42(5), 577–685 (1989)
Osher, S., Fedkiw, R.: Level Set Methods and Dynamic Implicit Surfaces (Applied Mathematical Sciences), 2003 Edition. Springer, New York (2002)
Reed, H., Hill, T.R.: Triangular mesh methods for the neutron transport equation. Technical Report LA-UR-73-479, Los Alamos Scientific Laboratory, NM (1973)
Reuter, B., Aizinger, V., Wieland, M., Frank, F., Knabner, P.: FESTUNG: a MATLAB/GNU Octave toolbox for the discontinuous Galerkin method, part II—advection operator and slope limiting. Comput. Math. Appl. 72(7), 1896–1925 (2016)
Sapiro, G.: Geometric Partial Differential Equations and Image Analysis, 1st edn. Cambridge University Press, Cambridge (2001)
Sarti, A., Citti, G.: Subjective surfaces and riemannian mean curvature flow graphs. Acta Math. Univ. Comen. 70, 85–104 (2001)
Sarti, A., Malladi, R., Sethian, J.A.: Subjective surfaces: a method for completing missing boundaries. Proc. Natl. Acad. Sci. 97(12), 6258–6263 (2000)
Sarti, A., Malladi, R., Sethian, J.A.: Subjective surfaces: a geometric model for boundary completition. Int. J. Comput. Vis. 46(3), 201–221 (2002)
Sethian, J.A.: Numerical algorithms for propagating interfaces: Hamilton–Jacobi equations and conservation laws. J. Differ. Geom. 31(1), 131–161 (1990)
Sethian, J.A.: Level Set Methods and Fast Marching Methods: Evolving Interfaces in Computational Geometry, Fluid Mechanics, Computer Vision, and Materials Science, 2nd edn. Cambridge University Press, Cambridge (1999)
Xia, Y., Xu, Y., Shu, C.-W.: Local discontinuous Galerkin methods for the Cahn–Hilliard type equations. J. Comput. Phys. 227(1), 472–491 (2007)
Xia, Y., Xu, Y., Shu, C.-W.: Application of the local discontinuous Galerkin method for the Allen–Cahn/Cahn–Hilliard system. Commun. Comput. Phys 5, 821–835 (2009)
Xu, Y., Shu, C.-W.: Local discontinuous Galerkin method for surface diffusion and Willmore flow of graphs. J. Sci. Comput. 40(1–3), 375–390 (2009)
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Aizinger, V., Bungert, L. & Fried, M. Comparison of two local discontinuous Galerkin formulations for the subjective surfaces problem. Comput. Visual Sci. 18, 193–202 (2018). https://doi.org/10.1007/s00791-018-0291-4
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DOI: https://doi.org/10.1007/s00791-018-0291-4