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Use of a double Fourier series for three-dimensional shape representation

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Abstract

The representation of three-dimensional star-shaped objects by the double Fourier series (DFS) coefficients of their boundary function is considered. An analogue of the convolution theorem for a DFS on a sphere is developed. It is then used to calculate the moments of an object directly from the DFS coefficients, without an intermediate reconstruction step. The complexity of computing the moments from the DFS coefficients is O(N 2 log N), where N is the maximum order of coefficients retained in the expansion, while the complexity of computing the moments from the spherical harmonic representation is O(N 2 log 2 N). It is shown that under sufficient conditions, the moments and surface area corresponding to the truncated DFS converge to the true moments and area of an object. A new kind of DFS—the double Fourier sine series—is proposed which has better convergence properties than the previously used kinds and spherical harmonics in the case of objects with a sharp point above the pole of the spherical domain.

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References

  1. Baxansky A, Kiryati N (2007) Calculating geometric properties of three-dimensional objects from the spherical harmonic representation. Pattern Recognit 40: 756–770

    Article  MATH  Google Scholar 

  2. Boer GJ, Steinberg L (1975) Fourier series on spheres. Atmosphere 13: 180–191

    Google Scholar 

  3. Brechbühler Ch, Gerig G, Kübler O (1995) Parameterization of closed surfaces for 3-D shape description. Comput Vis Image Underst 61: 154–170

    Article  Google Scholar 

  4. Cheong H-B (2000) Double Fourier series on a sphere: applications to elliptic and vorticity equations. J Comput Phys 157: 327–349

    Article  MATH  MathSciNet  Google Scholar 

  5. Cheong H-B (2000) Application of double Fourier series to the shallow-water equations on a sphere. J Comput Phys 165: 261–287

    Article  MATH  MathSciNet  Google Scholar 

  6. Cohen-Tannoudji C, Diu B, Lalo F (1977) Quantum mechanics. Wiley, New York

    Google Scholar 

  7. Driscoll JR, Healy DM Jr (1994) Computing Fourier transforms and convolutions on the 2-sphere. Adv Appl Math 15: 202–250

    Article  MATH  MathSciNet  Google Scholar 

  8. Ertürk S, Dennis TJ (1997) 3D model representation using spherical harmonics. Electron Lett 33: 951–952

    Article  Google Scholar 

  9. Healy D Jr, Rockmore D, Kostelec P, Moore S (2003) FFTs for the 2-sphere—improvements and variations. J Fourier Anal Appl 9: 341–385

    Article  MATH  MathSciNet  Google Scholar 

  10. Li J (2002) 3D shape modeling: registration, segmentation, and reconstruction. PhD thesis, Dept. of EECS, Univ. of Michigan, Ann Arbor, 48109-2122

  11. Li J, Hero AO (2004) A fast spectral method for active 3D shape reconstruction. J Math Imaging Vis 20: 73–87

    Article  MathSciNet  Google Scholar 

  12. Orszag SA (1974) Fourier series on spheres. Mon Weather Rev 102: 56–75

    Article  Google Scholar 

  13. Saupe D, Vranic DV (2001) 3D model retrieval with spherical harmonics and moments. Proc DAGM. Munich, Germany, pp 392–397

  14. Weinberger HF (1965) A first course in partial differential equations. Wiley, New York

    MATH  Google Scholar 

  15. Yee SYK (1980) Studies on Fourier series on spheres. Mon Weather Rev 108: 676–678

    Article  Google Scholar 

  16. Yee SYK (1981) Solution of Poisson’s equation on a sphere by truncated double Fourier series. Mon Weather Rev 109: 501–505

    Article  Google Scholar 

Download references

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Correspondence to Artemy Baxansky.

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Communicated by D. Saupe.

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Baxansky, A., Kiryati, N. Use of a double Fourier series for three-dimensional shape representation. Computing 88, 173–191 (2010). https://doi.org/10.1007/s00607-010-0092-1

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  • DOI: https://doi.org/10.1007/s00607-010-0092-1

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