• DocumentCode
    1551645
  • Title

    Blur Invariants Constructed From Arbitrary Moments

  • Author

    Kautsky, Jaroslav ; Flusser, Jan

  • Author_Institution
    Flinders Univ. of South Australia, Adelaide, SA, Australia
  • Volume
    20
  • Issue
    12
  • fYear
    2011
  • Firstpage
    3606
  • Lastpage
    3611
  • Abstract
    This paper deals with moment invariants with respect to image blurring. It is mainly a reaction to the works of Zhang and Chen , recently published in these Transactions. We present a general method on how to construct blur invariants from arbitrary moments and show that it is no longer necessary to separately derive the invariants for each polynomial basis. We show how to discard dependent terms in blur invariants definition and discuss a proper implementation of the invariants in orthogonal bases using recurrent relations. An example for Legendre moments is given.
  • Keywords
    Legendre polynomials; image restoration; method of moments; Legendre moments; arbitrary moments; blur invariants definition; discard dependent terms; image blurring; moment invariants; orthogonal bases; polynomial basis; recurrent relations; Correlation; Image recognition; Image registration; Moment methods; Polynomials; Blur invariants; image moments; moment invariants; orthogonal moments;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2011.2159235
  • Filename
    5872036