×

Fitting scattered data on spherelike surfaces using tensor products of trigonometric and polynomial splines. (English) Zbl 0744.65008

The authors give a method for fitting a function defined on a spherelike surface \(S\); the approximating surface is constructed using a tensor product of polynomial splines with trigonometric splines. The use of trigonometric splines assures that the resulting surface is continuous and has continuous tangent planes at all points on \(S\). Also, they give two algorithms for computing the coefficients of the tensor fit. Several cases are tested numerically. They confirm the third order of convergence of the approximations.

MSC:

65D10 Numerical smoothing, curve fitting
65D07 Numerical computation using splines
41A63 Multidimensional problems
41A15 Spline approximation

References:

[1] Barnhill, R.E., Ou, H.S. (1990): Surfaces defined on surfaces. Comput. Aided Geom. Design7, 323-336 · Zbl 0726.65013 · doi:10.1016/0167-8396(90)90040-X
[2] Dierckx, P. (1984): Algorithms for smoothing data on the sphere with tensor product splines. Computing32, 319-342 · Zbl 0529.65004 · doi:10.1007/BF02243776
[3] Foley, T.A. (1989): Interpolation to scattered data on a spherical domain. In: M.G. Cox, J.C. Mason (eds.), Algorithms for Approximation II. Clarendon Press, pp. 303-310 · Zbl 0749.41003
[4] Foley, T.A., Lane, D.A., Nielson, G.M., Franke, R., Hagen, H. (1990): Interpolation of scattered data on closed surfaces. Comput. Aided Geom. Design7, 303-312 · Zbl 0711.65004 · doi:10.1016/0167-8396(90)90038-S
[5] Franke, R. (1982): Scattered data interpolation: tests of some methods. Math. Comput.38, 181-200 · Zbl 0476.65005
[6] Franke, R., Schumaker, L.L. (1987): A bibliography of multivariate approximation. In: C.K. Chui, L.L. Schumaker, F. Utreras, eds., Topics in Multivariate Approximation. Academic Press, New York, pp. 275-335 · Zbl 0641.41002
[7] Gmelig Meyling, R.H.J., Houweling, R.W., Pfluger, P.R. (1984): A software package for a smooth B-spline approximation of a closed surface, user manual. Univ. Amsterdam
[8] Gmelig Meyling, R.H.J., Pfluger, P.R. (1987): B-spline approximation of a closed surface. IMA J. Numer. Anal.7, 73-96 · Zbl 0637.65011 · doi:10.1093/imanum/7.1.73
[9] Hayes, J.G., Halliday, J. (1974): The least squares fitting of cubic spline surfaces to general data sets. J. Inst. Math. Applics.14, 89-103 · Zbl 0284.65005 · doi:10.1093/imamat/14.1.89
[10] Koch, P.E. (1986): Jackson-type theorems for trigonometric polynomials and splines. In: J. Szabados, K. Tandori, eds., Alfred Haar Memorial Conference. North Holland, Amsterdam, pp. 485-493
[11] Lawson, C.L. (1984):C 1 surface interpolation for scattered data on a sphere. Rocky Mountain J. Math.14, 177-202 · Zbl 0579.65008 · doi:10.1216/RMJ-1984-14-1-177
[12] Lyche, T. (1980): A formula for the degree of approximation by trigonometric polynomials. In: E.W. Cheney, ed. Approximation Theory III. Academic Press, New York, pp. 611-614 · Zbl 0477.42002
[13] Lyche, T. (1985): A recurrence relation for Chebyshevian B-splines. Constr. Approx.1, 155-173 · Zbl 0583.41011 · doi:10.1007/BF01890028
[14] Lyche, T., Winter, R. (1979): A stable recurrence relation for trigonometric B-splines. J. Approx. Theory25, 266-279 · Zbl 0414.41005 · doi:10.1016/0021-9045(79)90017-0
[15] Nielson, G.M., Ramaraj, R. (1987): Interpolation over a sphere based upon a minimum norm network. Comput. Aided Geom. Design4, 41-57 · Zbl 0632.65010 · doi:10.1016/0167-8396(87)90023-9
[16] Pottmann, H., Eck, M. (1990): Modified multiquadric methods for scattered data interpolation over a sphere. Comput. Aided Geom. Design7, 313-321 · Zbl 0714.65010 · doi:10.1016/0167-8396(90)90039-T
[17] Renka, R.J. (1984): Interpolation of data on the surface of a sphere. ACM Trans. Math. Software10, 417-436 · Zbl 0548.65001 · doi:10.1145/2701.2703
[18] Schumaker, L.L. (1976): Two-stage methods for fitting surfaces to scattered data. In: R. Schaback, K. Scherer, eds. Quantitative Approximation. Lecture Notes 501, Springer, Berlin Heidelberg New York, pp. 378-389
[19] Schumaker, L.L. (1981): Spline functions: Basic theory. Wiley, New York · Zbl 0449.41004
[20] Schumaker, L.L. (1982): The use of spline functions for the polar representation of 3-dimensional objects. In: K.S. Fu, T.L. Kunii, eds., Picture Processing. Springer, Berlin Heidelberg New York, pp. 96-106
[21] Sunguruff, A., Greenberg, D. (1978): Computer generated images for medical applications. ACM Trans. Computer Graphics12, 196-202 · doi:10.1145/965139.807390
[22] Traas, C.R. (1987): Smooth approximation of functions on the sphere with splines. Computing38, 177-184 · Zbl 0602.65003 · doi:10.1007/BF02240181
[23] Wahba, G. (1981): Spline interpolation and smoothing on the sphere. SIAM J. Sci. Statist. Comput.2, 5-16 · Zbl 0537.65008 · doi:10.1137/0902002
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.