• DocumentCode
    1215208
  • Title

    A differential equation approach to the computation of the Fourier transform of the images of translating objects

  • Author

    Cortelazzo, G. ; Nalesso, G.

  • Author_Institution
    Dipartimento di Elettronica e Inf., Padova Univ., Italy
  • Volume
    40
  • Issue
    6
  • fYear
    1994
  • fDate
    11/1/1994 12:00:00 AM
  • Firstpage
    2049
  • Lastpage
    2058
  • Abstract
    The frequency domain analysis of constant velocity motion has proven useful in a number of different contexts ranging from television signal processing to computer vision. This work considers the frequency domain analysis of a generalization of such simple dynamics, which includes the effect of acceleration and its time derivatives (of any order). In the frequency domain the contribution due to the object´s shape and the contribution due to translation terms are clearly separated. Motion information in the frequency domain is given by functions characterized by a family of differential equations. Such differential equations are introduced in the work and their solutions are exemplified in order to compute the frequency domain motion contributions. For simplicity; the results are presented for the case of translations, but they apply equally well to rotations
  • Keywords
    Fourier transforms; difference equations; frequency-domain analysis; image processing; motion estimation; Fourier transform; acceleration; computer vision; constant velocity motion; differential equation; frequency domain analysis; motion information; rotations; television signal processing; time derivatives; translating objects; Acceleration; Computer vision; Concurrent computing; Differential equations; Fourier transforms; Frequency domain analysis; Motion analysis; Polynomials; Signal processing; TV;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/18.340479
  • Filename
    340479