• DocumentCode
    2893363
  • Title

    Color Image Compression Using Wavelet and Ridgelet Transform

  • Author

    Joshi, M.S. ; Manthalhkar, R.R. ; Joshi, Yashwant V.

  • Author_Institution
    Inf. Technol. Dept., Gov. Coll. of Eng., Aurangabad, India
  • fYear
    2010
  • fDate
    12-14 April 2010
  • Firstpage
    1318
  • Lastpage
    1321
  • Abstract
    Image Compression is a widely explored research area. Many compression standards are existing. But still there is a scope for higher compression with quality reconstruction. The introduction of wavelets gave a different dimension to the compression. This paper aims at exploration of use of Ridgelet Transform and Wavelet Transform for color images. The Ridgelet Transform gives better PSNR performance over a wider range of percentage of retained coefficients. By selecting proper thresholding method, better results for PSNR have been obtained. Color images in the YCbCr color model are used. Extensive analysis has been carried out to arrive at the conclusion.
  • Keywords
    data compression; image coding; image colour analysis; image reconstruction; wavelet transforms; PSNR performance; YCbCr color model; color image compression; image quality reconstruction; ridgelet transform; wavelet transform; Clustering algorithms; Color; Discrete transforms; Educational institutions; Image coding; Information technology; PSNR; Partitioning algorithms; Streaming media; Wavelet transforms; PSNR; Ridgelet Transform; retained coefficients;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology: New Generations (ITNG), 2010 Seventh International Conference on
  • Conference_Location
    Las Vegas, NV
  • Print_ISBN
    978-1-4244-6270-4
  • Type

    conf

  • DOI
    10.1109/ITNG.2010.137
  • Filename
    5501579