This paper addresses the recovery of piecewise smooth functions from their discrete data. Reconstruction methods using both pseudo-spectral coefficients and physical space interpolants have been discussed extensively in the literature, and it is clear that an a priori knowledge of the jump discontinuity location is essential for any reconstruction technique to yield spectrally accurate results with high resolution near the discontinuities. Hence detection of the jump discontinuities is critical for all methods. Here we formulate a new localized reconstruction method adapted from the method developed in Gottlieb and Tadmor (1985) and recently revisited in Tadmor and Tanner (in press). Our procedure incorporates the detection of edges into the reconstruction technique. The method is robust and highly accurate, yielding spectral accuracy up to a small neighborhood of the jump discontinuities. Results are shown in one and two dimensions.
Mots clés : edge detection, nonlinear enhancement, concentration method, piecewise smoothness, localized reconstruction
@article{M2AN_2002__36_2_155_0, author = {Gelb, Anne and Tadmor, Eitan}, title = {Spectral reconstruction of piecewise smooth functions from their discrete data}, journal = {ESAIM: Mod\'elisation math\'ematique et analyse num\'erique}, pages = {155--175}, publisher = {EDP-Sciences}, volume = {36}, number = {2}, year = {2002}, doi = {10.1051/m2an:2002008}, mrnumber = {1906813}, zbl = {1056.42001}, language = {en}, url = {http://archive.numdam.org/articles/10.1051/m2an:2002008/} }
TY - JOUR AU - Gelb, Anne AU - Tadmor, Eitan TI - Spectral reconstruction of piecewise smooth functions from their discrete data JO - ESAIM: Modélisation mathématique et analyse numérique PY - 2002 SP - 155 EP - 175 VL - 36 IS - 2 PB - EDP-Sciences UR - http://archive.numdam.org/articles/10.1051/m2an:2002008/ DO - 10.1051/m2an:2002008 LA - en ID - M2AN_2002__36_2_155_0 ER -
%0 Journal Article %A Gelb, Anne %A Tadmor, Eitan %T Spectral reconstruction of piecewise smooth functions from their discrete data %J ESAIM: Modélisation mathématique et analyse numérique %D 2002 %P 155-175 %V 36 %N 2 %I EDP-Sciences %U http://archive.numdam.org/articles/10.1051/m2an:2002008/ %R 10.1051/m2an:2002008 %G en %F M2AN_2002__36_2_155_0
Gelb, Anne; Tadmor, Eitan. Spectral reconstruction of piecewise smooth functions from their discrete data. ESAIM: Modélisation mathématique et analyse numérique, Tome 36 (2002) no. 2, pp. 155-175. doi : 10.1051/m2an:2002008. http://archive.numdam.org/articles/10.1051/m2an:2002008/
[0] Exponential approximations using Fourier series partial sums, ICASE Report No. 97-56, NASA Langley Research Center (1997).
and ,[0] Treatise of Trigonometric Series. The Macmillan Company, New York (1964). | MR | Zbl
,[0] Introduction to the Theory of Fourier's Series and Integrals. Dover (1950).
,[0] Accurate reconstructions of functions of finite regularity from truncated series expansions. Math. Comp. 64 (1995) 671-690. | Zbl
,[0] On a high order numerical method for functions with singularities. Math. Comp. 67 (1998) 1063-1087. | Zbl
,[0] Detection of edges in spectral data. Appl. Comput. Harmon. Anal. 7 (1999) 101-135. | Zbl
and ,[0] Detection of edges in spectral data. II. Nonlinear Enhancement. SIAM J. Numer. Anal. 38 (2001) 1389-1408. | Zbl
and ,[0] Determination of the jump of a function of bounded -variation by its Fourier series. Math. Notes 12 (1972) 444-449. | Zbl
,[0] On the Gibbs phenomenon and its resolution. SIAM Rev. (1997). | MR | Zbl
and ,[0] Recovering pointwise values of discontinuous data within spectral accuracy, in Progress and Supercomputing in Computational Fluid Dynamics, Proceedings of a 1984 U.S.-Israel Workshop, Progress in Scientific Computing, Vol. 6, E.M. Murman and S.S. Abarbanel Eds., Birkhauser, Boston (1985) 357-375. | Zbl
and ,[0] Determination of the jump of a bounded function by its Fourier series. J. Approx. Theory 92 (1998) 167-190. | Zbl
,[0] Adaptive mollifiers for high resolution recovery of piecewise smooth data from its spectral information, Foundations of Comput. Math. Online publication DOI: 10.1007/s002080010019 (2001), in press. | MR | Zbl
and ,[0] Trigonometric Series. Cambridge University Press (1959). | MR | Zbl
,Cité par Sources :