• DocumentCode
    661142
  • Title

    Subband configuration of adaptive synthesis filter banks for image compression

  • Author

    Nadeem, Aamer ; Yangyu Fan

  • Author_Institution
    Sch. of Electron. & Inf., Northwestren Polytech. Univ., Xi´an, China
  • fYear
    2013
  • fDate
    10-12 Sept. 2013
  • Firstpage
    303
  • Lastpage
    307
  • Abstract
    Subband coding is an efficient technique in image compression, where the same analysis and synthesis filters (either linear phase or non linear phase) are used in all subband levels. In adaptive synthesis filter banks, analysis section comprises of linear phase filters whereas, synthesis section manages a combination of linear phase and non linear filters (in form of delay filters). This paper addresses a novel approach of employing different filter sets for first two levels of subband tree in the synthesis section. It is suggested that synthesis delay filters exhibiting higher degree of deviations from the linear phase synthesis filters are suitable for subband level 1 whereas the delay filters having less deviations from the linear phase filters are appropriate for subband level 2 and linear phase filters are used in all the remaining subband levels. Such subband configuration of adaptive synthesis delay filters has shown reconstruction improvements in image compression.
  • Keywords
    adaptive filters; channel bank filters; data compression; image coding; adaptive synthesis delay filters; adaptive synthesis filter banks; image compression; linear phase synthesis filters; nonlinear phase filters; subband coding; Adaptive filters; Delays; Filter banks; Image coding; Image reconstruction; Maximum likelihood detection; Nonlinear filters; Subband configurations; objective performance; reconstruction error; subband levels; synthesis delay filters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Information Management (ICDIM), 2013 Eighth International Conference on
  • Conference_Location
    Islamabad
  • Print_ISBN
    978-1-4799-0613-0
  • Type

    conf

  • DOI
    10.1109/ICDIM.2013.6693968
  • Filename
    6693968