• DocumentCode
    2875627
  • Title

    Recursive Gabor filtering

  • Author

    Young, Ian T. ; van Vliet, Lucas J. ; Van Ginkel, M.

  • Author_Institution
    Dept. of Appl. Phys., Delft Univ. of Technol., Netherlands
  • Volume
    3
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    338
  • Abstract
    We present a recursive algorithm for the Gabor filter that achieves, to within a multiplicative constant, the fastest possible implementation. For a signal consisting of N samples, our implementation requires O(N) multiply-and-add operations. Further, the complexity is and coefficients of the recursive equation have a simple independent of the values of σ and ω in the Gabor kernel closed-form solution given σ and ω. Our implementation admits not only a forward Gabor transform from t→ω but an inverse transform from ω→t that is also O(N) complexity
  • Keywords
    Gaussian processes; IIR filters; computational complexity; filtering theory; image processing; Gabor filtering; Gaussian filtering; IIR filters; closed-form solution; computational complexity; inverse transform; recursive algorithm; Convolution; Digital filters; Filtering; Fourier transforms; Gabor filters; IIR filters; Kernel; Laplace equations; Pattern recognition; Polynomials;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2000. Proceedings. 15th International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-0750-6
  • Type

    conf

  • DOI
    10.1109/ICPR.2000.903554
  • Filename
    903554