• DocumentCode
    767436
  • Title

    Two-dimensional periodically shift variant digital filters

  • Author

    Joo, Kyung Sub ; Bose, Tamal

  • Author_Institution
    Dept. of Electr. Eng., Colorado Univ., Denver, CO, USA
  • Volume
    6
  • Issue
    1
  • fYear
    1996
  • fDate
    2/1/1996 12:00:00 AM
  • Firstpage
    97
  • Lastpage
    107
  • Abstract
    Two-dimensional (2-D) periodically shift variant (PSV) digital filters are considered. These filters have potential applications in processing video signals with cyclostationary noise, scrambling of digital images, and in 2-D multirate signal processing. The filters are formulated in the form of the Fornasini-Marchesini (FM) state-space model with periodic coefficients. This PSV model is then represented as a new shift-invariant system which is named the “Kiok-Neon” model. This model has several advantages that include ease of analysis and reduced computations compared to the existing state-space models. An algorithm is developed that transforms any given 2-D PSV FM system to its equivalent “Kiok-Neon” model. Invertibility of this model is an important consideration, especially in image scrambling applications. A condition is established for the invertibility of the “Kiok-Neon” model of the 2-D PSV system. Also, the inverse system can be easily computed from the original. It is established that the 2-D PSV system is asymptotically stable if an equivalent shift-invariant FM system is asymptotically stable. The established results are illustrated with examples
  • Keywords
    asymptotic stability; computational complexity; noise; state-space methods; time-domain analysis; two-dimensional digital filters; video signal processing; 2D multirate signal processing; Fornasini-Marchesini state-space model; Kiok-Neon model; algorithm; asymptotic stability; cyclostationary noise; digital image scrambling; inverse system; model invertibility; periodic coefficients; reduced computations; shift-invariant system; two-dimensional periodically shift variant digital filters; video signal processing; Digital filters; Digital images; Digital signal processing; Filtering; Senior members; Signal processing; Signal processing algorithms; Statistics; Two dimensional displays; Video signal processing;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems for Video Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1051-8215
  • Type

    jour

  • DOI
    10.1109/76.486424
  • Filename
    486424