• DocumentCode
    2727441
  • Title

    Object Recognition in Presence of Blur from Fourier Transform Spectrum

  • Author

    Pohit, Mausumi

  • Author_Institution
    Amity Inst. of Appl. Sci., Amity Univ., Noida
  • fYear
    2009
  • fDate
    4-6 Feb. 2009
  • Firstpage
    409
  • Lastpage
    412
  • Abstract
    A new technique for recognition of objects in presence of blur is presented where the object features are chosen from the Fourier power spectrum on the locus of equal intensity points around the zero order spectrum. Here the property of 2D Fourier slice theorem and Fraunhofer distribution for 1D aperture is used to show that the spread of Fourier transform spectrum along any direction is related to the spread of the object along that direction. Computation is done on different intensity profiles to show the validity of the technique.
  • Keywords
    Fourier transforms; object recognition; 1D aperture; 2D Fourier slice theorem; Fourier power spectrum; Fourier transform spectrum; Fraunhofer distribution; object recognition; zero order spectrum; Apertures; Degradation; Fourier transforms; Frequency; Image databases; Image recognition; Object recognition; Pattern recognition; Shape; Testing; Fourier transform based detection; blur invariant recogntion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advances in Pattern Recognition, 2009. ICAPR '09. Seventh International Conference on
  • Conference_Location
    Kolkata
  • Print_ISBN
    978-1-4244-3335-3
  • Type

    conf

  • DOI
    10.1109/ICAPR.2009.20
  • Filename
    4782820