• DocumentCode
    315852
  • Title

    Local search fractal image compression for fast integrated implementation

  • Author

    Thao, Nguyen T.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Hong Kong Univ. of Sci. & Technol., Hong Kong
  • Volume
    2
  • fYear
    1997
  • fDate
    9-12 Jun 1997
  • Firstpage
    1333
  • Abstract
    The well known drawback of fractal image coding is its heavy computation complexity. In this paper, we show however that only a very small portion of this complexity is needed to encode the contours and the smooth areas of the objects of a certain minimum size. This is simply achieved by a local search of the matching domain blocks without isometry. Therefore, instead of forcing the fractal coder to take care of all types of feature in the image, we limit itself to encoding the features of the type mentioned above. We give the role of capturing the missing detailed features to a DCT coder. This is much more cost effective than using a complete self-sufficient fractal coder. We provide a special method of fractal-DCT output recombination which prevents the introduction of the classic DCT artifacts while preserving the qualities of the local search fractal information. We give experimental results at the given total bit rate of 0.18 bit/pixel
  • Keywords
    computational complexity; data compression; discrete cosine transforms; feature extraction; fractals; image coding; image matching; DCT coder; computation complexity; contours; feature encoding; fractal image compression; fractal-DCT output recombination; image coding; integrated implementation; local search; matching domain blocks; smooth areas; total bit rate; Bismuth; Bit rate; Computational efficiency; Costs; Decoding; Discrete cosine transforms; Fractals; Image coding; Image quality; Image reconstruction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1997. ISCAS '97., Proceedings of 1997 IEEE International Symposium on
  • Print_ISBN
    0-7803-3583-X
  • Type

    conf

  • DOI
    10.1109/ISCAS.1997.622103
  • Filename
    622103