• DocumentCode
    1190062
  • Title

    High speed lattice based VLSI architecture of 2D discrete wavelet transform for real-time video signal processing

  • Author

    Park, Taegeun ; Jung, Sunkyung

  • Author_Institution
    Comput. & Electron. Eng., Catholic Univ. of Korea, Bucheon, South Korea
  • Volume
    48
  • Issue
    4
  • fYear
    2002
  • fDate
    11/1/2002 12:00:00 AM
  • Firstpage
    1026
  • Lastpage
    1032
  • Abstract
    This paper presents an efficient lattice structure based VLSI architecture of 2D discrete wavelet transform (DWT) for hierarchical image compression, which is scalable to extend to an arbitrary 2D DWT with M laps and J levels. The proposed architecture consists Of four 1D lattice filters, which processes in horizontal and vertical directions at the same time. The proposed lattice structure fits in a VLSI implementation due to its regularity and shows the period of N2/2 to compute an N×N image because the even and odd rows are processed simultaneously. Compared to conventional approaches, the proposed architecture shows shorter period to complete 2D DWT while requiring relatively less hardware resources. Therefore, the proposed architecture can be applied in real-time video signal processing such as JPEG-2000 and MPEG4, which require high speed processing. The process schedule using the data dependency graph, performance, and the required hardware cost are discussed.
  • Keywords
    VLSI; data compression; digital filters; discrete wavelet transforms; lattice filters; real-time systems; video coding; 1D lattice filters; 2D DWT; 2D discrete wavelet transform; JPEG-2000; MPEG4; data dependency graph; hardware cost; hierarchical image compression; high speed lattice based VLSI architecture; high speed processing; real-time video signal processing; video compression; Computer architecture; Costs; Discrete wavelet transforms; Filters; Hardware; Image coding; Lattices; MPEG 4 Standard; Very large scale integration; Video signal processing;
  • fLanguage
    English
  • Journal_Title
    Consumer Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0098-3063
  • Type

    jour

  • DOI
    10.1109/TCE.2003.1196434
  • Filename
    1196434