• DocumentCode
    2305378
  • Title

    Hardware modeling and implementation of modified SPIHT algorithm for compression of images

  • Author

    Nandi, Anilkumar V. ; Banakar, R.M.

  • Author_Institution
    ECE Dept., B.V.Bhoomaraddi Coll. of Eng. & Technol., Hubli
  • fYear
    2007
  • fDate
    9-11 Aug. 2007
  • Firstpage
    329
  • Lastpage
    334
  • Abstract
    We present a throughput-efficient FPGA implementation of the Set Partitioning in Hierarchical Trees (SPIHT) algorithm for compression of images. The SPIHT uses inherent redundancy among wavelet coefficients and suited for both grey and color images. The SPIHT algorithm uses dynamic data structure which hinders hardware realization. In our FPGA implementation we have modified basic SPIHT in two ways, one by using static (fixed) mappings which represent significant information and the other by interchanging the sorting and refinement passes. A hardware realization is done in a Xilinx Vertex FPGA device. Significant throughput and compression ratio are obtained.
  • Keywords
    data compression; data structures; field programmable gate arrays; image coding; image colour analysis; set theory; trees (mathematics); wavelet transforms; FPGA; SPIHT algorithm; dynamic data structure; hardware modeling; hierarchical trees; image colour analysis; image compression; set partitioning; wavelet coefficient; Color; Data structures; Field programmable gate arrays; Hardware; Heuristic algorithms; Image coding; Partitioning algorithms; Sorting; Throughput; Wavelet coefficients;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial and Information Systems, 2007. ICIIS 2007. International Conference on
  • Conference_Location
    Penadeniya
  • Print_ISBN
    978-1-4244-1151-1
  • Electronic_ISBN
    978-1-4244-1152-8
  • Type

    conf

  • DOI
    10.1109/ICIINFS.2007.4579197
  • Filename
    4579197