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Hölder Regularity of Geometric Subdivision Schemes

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Abstract

We present a framework for analyzing nonlinear \(\mathbb {R}^d\)-valued subdivision schemes which are geometric in the sense that they commute with similarities in \(\mathbb {R}^d\). It allows us to establish \(C^{1,\alpha }\)-regularity for arbitrary schemes of this type, and \(C^{2,\alpha }\)-regularity for an important subset thereof, which includes all real-valued schemes. Safe bounds on the domain of convergence of the scheme and on the Hölder exponent of the limit curves can be found by determining the range of certain real-valued functions. This task can be executed automatically and rigorously by a computer when using interval arithmetics.

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Notes

  1. It should be noted that the regularity of the limit curve may indeed depend on the initial data. For instance, this phenomenon can be observed for medianinterpolating subdivision [31], where nonmonotonic data may yield nondifferentiable limits.

References

  1. Cashman, T., Hormann, K., Reif, U.: Generalized Lane–Riesenfeld algorithms. Comput. Aided Geom. Des. 30(4), 398–409 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  2. Cavaretta, A., Dahmen, W., Micchelli, C.: Stationary subdivision. Mem. AMS 93(453), 1–186 (1991)

    MathSciNet  Google Scholar 

  3. Chaikin, G.: An algorithm for high-speed curve generation. Comput. Graph. Image Process. 3, 346–349 (1974)

    Article  Google Scholar 

  4. Cohen, A., Dyn, N., Matei, B.: Quasilinear subdivision schemes with applications to ENO interpolation. Appl. Comput. Harmon. Anal. 15(2), 89–116 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  5. Daubechies, I., Runborg, O., Sweldens, W.: Normal multiresolution approximation of curves. Constr. Approx. 20(3), 399–463 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  6. de Boor, C.: Cutting corners always works. Comput. Aided Geom. Des. 4, 125–131 (1987)

    Article  MATH  Google Scholar 

  7. de Rham, G.: Sur une courbe plane. J. Math. Pures Appl. 35, 25–42 (1956). Collected works, 696–713

  8. Dodgson, N., Sabin, M.: A circle-preserving variant of the four-point subdivision scheme. In: Dæhlen, M., Morken, K., Schumaker, L. (eds.) Mathematical Methods for Curves and Surfaces: Tromsø 2004, pp. 275–286. Nashboro Press, Brentwood (2005)

    Google Scholar 

  9. Donoho, D., Drori, I., Rahman, I., Schröder, P., Stodden, V.: Multiscale representations for manifold-valued data. Multiscale Model. Simul. 4(4), 1201–1232 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  10. Donoho, D., Yu, T.P.Y.: Nonlinear pyramid transforms based on median-interpolation. SIAM J. Math. Anal. 31(5), 1030–1061 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  11. Dubuc, S.: Interpolation through an iterative scheme. J. Math. Anal. Appl. 114(1), 185–204 (1986)

    Article  MathSciNet  MATH  Google Scholar 

  12. Dyn, N., Floater, M.S., Hormann, K.: Four-point curve subdivision based on iterated chordal and centripetal parameterizations. Comput. Aided Geom. Des. 26(3), 279–286 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  13. Dyn, N., Gregory, J., Levin, D.: Analysis of uniform binary subdivision schemes for curve design. Constr. Approx. 7(1), 127–147 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  14. Dyn, N., Hormann, K.: Geometric conditions for tangent continuity of interpolatory planar subdivision curves. Comput. Aided Geom. Des. 29(6), 332–347 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  15. Dyn, N., Levin, D.: Subdivision schemes in geometric modelling. Acta Numer. 11, 73–144 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  16. Dyn, N., Wallner, J.: Convergence and \({C}^1\) analysis of subdivision schemes on manifolds by proximity. Comput. Aided Geom. Des. 22(7), 593–622 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  17. Floater, M.S., Beccari, C., Cashman, T., Romani, L.: A smoothness criterion for monotonicity-preserving subdivision. Adv. Comput. Math. 39(1), 193–204 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  18. Goldman, R., Schaefer, S., Vouga, E.: Nonlinear subdivision through nonlinear averaging. Comput. Aided Geom. Des. 25(3), 162–180 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  19. Griewank, A., Walther, A.: Evaluating Derivatives: Principles and Techniques of Algorithmic Differentiation, 2nd edn. Society for Industrial and Applied Mathematics, Philadelphia (2008)

    Book  Google Scholar 

  20. Grohs, P.: Smoothness analysis of subdivision schemes on regular grids by proximity. SIAM J. Numer. Anal. 46(4), 2169–2182 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  21. Grohs, P.: A general proximity analysis of nonlinear subdivision schemes. SIAM J. Math. Anal. 42(2), 729–750 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  22. Kuijt, F., van Damme, R.: Monotonicity preserving interpolatory subdivision schemes. J. Comput. Appl. Math. 101(1–2), 203–229 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  23. Micchelli, C.: Mathematical Aspects of Geometric Modeling. CBMS-NSF Regional Conference Series in Applied Mathematics. Society for Industrial and Applied Mathematics, Philadelphia (1995)

    Book  Google Scholar 

  24. Nava-Yazdani, E., Wallner, J., Weinmann, A.: Convergence and smoothness analysis of subdivision rules in Riemannian and symmetric spaces. Adv. Comput. Math. 34(2), 201–218 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  25. Oswald, P.: Smoothness of a nonlinear subdivision scheme. In: Cohen, A., Merrien, J.L., Schumaker, L.L. (eds.) Curve and Surface Fitting: Saint-Malo 2002, pp. 323–332. Nashboro Press, Brentwood (2003)

    Google Scholar 

  26. Oswald, P.: Smoothness of nonlinear median-interpolation subdivision. Adv. Comput. Math. 20(4), 401–423 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  27. Rump, S.: INTLAB—INTerval LABoratory. In: Csendes, T. (ed.) Developments in Reliable Computing, pp. 77–104. Kluwer, Dordrecht (1999). http://www.ti3.tuhh.de/rump/

  28. Sabin, M.: Analysis and Design of Univariate Subdivision Schemes, Geometry and Computing, vol. 6. Springer, Berlin (2010)

    Book  Google Scholar 

  29. Stolfi, J., de Figueiredo, L.: An introduction to affine arithmetic. Tend. Mat. Apl. Comput. 4(3), 297–312 (2003)

    MathSciNet  MATH  Google Scholar 

  30. Wallner, J.: Smoothness analysis of subdivision schemes by proximity. Constr. Approx. 24(3), 289–318 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  31. Xie, G., Yu, T.P.Y.: Smoothness analysis of nonlinear subdivision schemes of homogeneous and affine invariant type. Constr. Approx. 22(2), 219–254 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  32. Xie, G., Yu, T.P.Y.: Smoothness equivalence properties of manifold-valued data subdivision schemes based on the projection approach. SIAM J. Numer. Anal. 45(3), 1200–1225 (2007)

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to T. Ewald.

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Communicated by Peter Oswald.

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Ewald, T., Reif, U. & Sabin, M. Hölder Regularity of Geometric Subdivision Schemes. Constr Approx 42, 425–458 (2015). https://doi.org/10.1007/s00365-015-9305-3

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