• DocumentCode
    18187
  • Title

    Result-Biased Distributed-Arithmetic-Based Filter Architectures for Approximately Computing the DWT

  • Author

    Martina, Maurizio ; Masera, Guido ; Roch, Massimo Ruo ; Piccinini, Gianluca

  • Author_Institution
    Electron. & Telecommun. Dept., Politec. di Torino, Turin, Italy
  • Volume
    62
  • Issue
    8
  • fYear
    2015
  • fDate
    Aug. 2015
  • Firstpage
    2103
  • Lastpage
    2113
  • Abstract
    The discrete wavelet transform is a fundamental block in several schemes for image compression. Its implementation relies on filters that usually require multiplications leading to a relevant hardware complexity. Distributed arithmetic is a general and effective technique to implement multiplierless filters and has been exploited in the past to implement the discrete wavelet transform as well. This work proposes a general method to implement a discrete wavelet transform architecture based on distributed arithmetic to produce approximate results. The novelty of the proposed method relies on the use of result-biasing techniques (inspired by the ones used in fixed-width multiplier architectures), which cause a very small loss of quality of the compressed image (average loss of 0.11 dB and 0.20 dB in terms of PSNR for the 9/7 and 10/18 wavelet filters, respectively). Compared with previously proposed distributed-arithmetic-based architectures for the computation of the discrete wavelet transform, this technique saves from about 20% to 25% of hardware complexity.
  • Keywords
    approximation theory; discrete wavelet transforms; filtering theory; image coding; DWT; discrete wavelet transform; hardware complexity; image compression; multiplierless filters; result-biased distributed-arithmetic-based filter architectures; Adders; Complexity theory; Computer architecture; Discrete wavelet transforms; Standards; Wavelet analysis; DWT; Distributed arithmetic; FIR filters; JPEG2000; low-complexity;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems I: Regular Papers, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1549-8328
  • Type

    jour

  • DOI
    10.1109/TCSI.2015.2437513
  • Filename
    7161408