• DocumentCode
    1802291
  • Title

    Image compression based on PDEs

  • Author

    Zhao Cui-fang ; Du Meng

  • Author_Institution
    Dept. of Electron. Eng., Zhejiang Normal Univ., Jinhua, China
  • Volume
    3
  • fYear
    2011
  • fDate
    24-26 Dec. 2011
  • Firstpage
    1768
  • Lastpage
    1771
  • Abstract
    A PDEs-based image compression method is presented. On the encoder, a PDE model is used to reduce spatial redundancy and extract the edges of the image. Then only the edges are sent to the receiver rather than the entire image. The decompression utilizes the PDE-based interpolation by taking the edge map as the interpolation mask. Since the human visual system is highly sensitive to edge, the method can produce intelligible images at high compression ratios. Experiment results show that the proposed method can preserve edges perfectly and has better visual results than JPEG2000.
  • Keywords
    data compression; edge detection; image coding; interpolation; partial differential equations; JPEG2000; PDE-based interpolation; edge extraction; encoder; image compression; Gold; Image coding; Image edge detection; Image reconstruction; PSNR; Transform coding; Edge detection; Image compression; Image interpolation; Partial Differential Equations (PDEs);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Network Technology (ICCSNT), 2011 International Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4577-1586-0
  • Type

    conf

  • DOI
    10.1109/ICCSNT.2011.6182311
  • Filename
    6182311