• DocumentCode
    667131
  • Title

    The 5/3 and 9/7 wavelet filters study in a sub-bands image coding

  • Author

    Hassen, Wissal ; Amiri, Hamid

  • Author_Institution
    Signal, Image & Inf. Technol. Lab. (SITI-LR), Nat. Eng. High Sch. of Tunis, Belvedere, Tunisia
  • fYear
    2013
  • fDate
    10-13 Nov. 2013
  • Firstpage
    150
  • Lastpage
    154
  • Abstract
    The object of image compression is to minimize redundant information. This redundancy is due to correlation between adjacent pixels in a digital image. Different approaches with variable efficacies deal with this type of redundancy; the decomposition into sub-bands either through discrete cosine transforms or through discrete wavelet transforms is generally used. In this work, we are interested in spatial sub-bands coding with wavelet decomposition and we present in this context a comparative study between 5/3 and 9/7 wavelet filters and the variation of the decoded image quality depending on the level of wavelet decomposition. We support our study by objective and subjective quality assessments.
  • Keywords
    discrete cosine transforms; discrete wavelet transforms; filtering theory; image coding; 5/3 wavelet filters; 9/7 wavelet filters; adjacent pixels; decoded image quality; digital image; discrete cosine transforms; discrete wavelet transforms; image compression; spatial subbands coding; subbands image coding; wavelet decomposition; image quality assessment; sub-bands image coding; wavelets transformation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    e-Learning in Industrial Electronics (ICELIE), 2013 7th IEEE International Conference on
  • Conference_Location
    Vienna
  • Type

    conf

  • DOI
    10.1109/ICELIE.2013.6701290
  • Filename
    6701290