• DocumentCode
    390530
  • Title

    An integer hierarchy lapped biorthogonal transform via lifting steps and application in image coding

  • Author

    Hui, Xu ; Lizhi, Cheng

  • Author_Institution
    Nat. Univ. of Defense Technol., Hunan, China
  • Volume
    1
  • fYear
    2002
  • fDate
    26-30 Aug. 2002
  • Firstpage
    664
  • Abstract
    By using integer discrete cosine transform (IntDCT) based on lifting steps, we in this paper introduce an integer hierarchy lapped biorthogonal transform via lifting steps called the IntHLBT. When all elements with floating-point of each lifting matrix in the IntHLBT is approximated by the binary fractions, the IntHLBT is implemented by a series of dyadic lining steps, and provides very fast, efficient in-place computation of the transform coefficients, so it can express image information as lossless. As applications of the novel IntHLBT to lossy image compression, simulation results demonstrate that the IntHLBT has significantly less blocking artifacts, higher peak signal-to-noise ratio (PSNR), and better visual quality than the DCT Moreover, the IntHLBT´s coding performance is approximately the same as that of the much more complex Cohen-Daubechies-Feauveau (CDF) 9/7 biorthogonal wavelet with floating-point coefficients, and in some cases, even surpasses that of CDF 9/7 biorthogonal wavelet.
  • Keywords
    data compression; discrete cosine transforms; image coding; IntHLBT; binary fractions; dyadic lining steps; image coding; integer discrete cosine transform; integer hierarchy lapped biorthogonal transform; lifting steps; lossy image compression; peak signal-to-noise ratio; transform coefficients; Audio coding; Bit rate; Compaction; Computational modeling; Decorrelation; Discrete cosine transforms; Discrete transforms; Discrete wavelet transforms; Image coding; PSNR;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2002 6th International Conference on
  • Print_ISBN
    0-7803-7488-6
  • Type

    conf

  • DOI
    10.1109/ICOSP.2002.1181143
  • Filename
    1181143