• DocumentCode
    398705
  • Title

    Smooth signal extension for M-channel paraunitary filterbanks and its application to image coding

  • Author

    Oka, Tomohiro ; Uto, Toshiyuki ; Ikehara, Masaaki

  • Author_Institution
    Dept. of Electron. & Electr. Eng., Keio Univ., Japan
  • Volume
    3
  • fYear
    2003
  • fDate
    14-17 Sept. 2003
  • Abstract
    In the transform-based image coding, the symmetric extension is important to obtain subband signals effectively without increasing the total number of signal. However in the case of the symmetric extension, subband filters have to be (anti-)symmetric. This means that the linear phase property is strict constraint on filters´ impulse response for the symmetric extension. For the other method of the signal extension, the periodic extension is implemented. While it can be applied to any filters, it introduces artificial discontinuities at the signal boundaries. In this paper, we present a smooth extension for M-channel filterbanks to implement nonexpansive decomposition. First, we derive a condition for solving the coefficient expansion problem. Second, we calculate a smooth extended signal under the condition by singular value decomposition. Finally, we design 8 channel 16 tap paraunitary filterbank using lattice structure, and several image coding and extended signal examples are shown to confirm the validity of the proposed approach.
  • Keywords
    image coding; singular value decomposition; smoothing methods; transform coding; M-channel paraunitary filterbanks; coefficient expansion problem; impulse response; lattice structure; linear phase property; nonexpansive decomposition; periodic extension; singular value decomposition; smooth signal extension; symmetric extension; transform-based image coding; Convolution; Filter bank; Image coding; Image reconstruction; Information analysis; Information filtering; Lattices; Nonlinear filters; Signal design; Signal synthesis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-7750-8
  • Type

    conf

  • DOI
    10.1109/ICIP.2003.1247223
  • Filename
    1247223