• DocumentCode
    1511711
  • Title

    A Two-Channel Overlapped Block Transform for Image Compression

  • Author

    Lin, Jianyu ; Smith, Mark J T

  • Author_Institution
    Ramaciotti Imaging Centre, Univ. of Sydney, Sydney, NSW, Australia
  • Volume
    19
  • Issue
    11
  • fYear
    2010
  • Firstpage
    3064
  • Lastpage
    3071
  • Abstract
    In this correspondence, a new two-channel overlapped block transform is introduced by prefiltering the Haar transform. The prefiltering employs plane rotations with one single rotation angle to achieve high computational efficiency. The resulting transform is equivalent to a periodically time-varying (PTV) filter bank. The proposed transform or PTV filter bank has several advantages for image coding. First, symmetric extension is very easily performed at the boundaries in spite of the fact that the filters are asymmetric. Second, arithmetic complexity can be reduced to simple shifts and adds. Finally, the performance for image compression is shown to be high, both in terms of visual quality and PSNR. As a result, the proposed transform is a competitive alternative to the 5/3 and the 9/7 filters, which are currently popular for subband/wavelet image coders.
  • Keywords
    Haar transforms; channel bank filters; data compression; image coding; wavelet transforms; Haar transform; arithmetic complexity; image coding; image compression; periodically time-varying filter bank; subband-wavelet image coders; two-channel overlapped block transform; Image compression; overlapped block transform; periodically time-varying (PTV) filter bank; rotations; symmetric extension;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2010.2052265
  • Filename
    5482177