• DocumentCode
    3361731
  • Title

    A new searchless fractal image encoding method for a real-time image compression device

  • Author

    Ongwattanakul, Songpol ; Wu, Xianwei ; Jackson, David Jeff

  • Author_Institution
    Electr. & Comput. Eng., Alabama Univ., Tuscaloosa, AL, USA
  • Volume
    3
  • fYear
    2004
  • fDate
    23-26 May 2004
  • Abstract
    In this paper, we present a new searchless iterative function system (SIFS) fractal encoding method that encodes image range blocks based on fixed location domain blocks. The advantage of this method is that the fractal code does not contain coordinates (x,y) of the domain-range matched pairs. Therefore, the size of the range block can be as small as 2×2 pixels and still maintain a good compression rate and image quality. A fractal image encoding device based on the new method is implemented and tested. Finally, the experimental results of the fractal encoding device are presented. The results show that the peak signal-to-noise ratio (PSNR) and the compression rate of the reconstructed image are as good as the traditional domain block search methods. An FPGA implementation is capable of encoding a 256×256 8-bit gray-scale image in 0.63 ms. This provides the basis for real-time fractal image compression.
  • Keywords
    data compression; field programmable gate arrays; fractals; image coding; image reconstruction; iterative decoding; real-time systems; 0.63 ms; 2 pixel; 256 pixel; 4 pixel; 65536 pixel; 8 bit; FPGA; fixed location domain blocks; fractal encoding; fractal image compression; fractal image encoding device; image quality; image reconstruction; real-time image compression; searchless iterative function system; signal-to-noise ratio; Field programmable gate arrays; Fractals; Image coding; Image quality; Image reconstruction; Iterative methods; PSNR; Pixel; Search methods; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
  • Print_ISBN
    0-7803-8251-X
  • Type

    conf

  • DOI
    10.1109/ISCAS.2004.1328907
  • Filename
    1328907