• DocumentCode
    3489441
  • Title

    Identification of DCT signs for sub-block coding

  • Author

    Kondo, Hiroshi ; Yamahara, Keiko ; Liao, Jun

  • Author_Institution
    Kyushu Inst. of Technol., Kitakyushu, Japan
  • Volume
    2
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    569
  • Abstract
    Identification of DCT signs for image coding is presented. In the JPEG DCT coding method the sign of the DCT coefficient is included in the coded signal. Usually 0.1~0.2 bit/pixel for the average bit rate is taken for coding these signs. This paper shows these DCT signs can be estimated at the receiver side almost perfectly on the basis of the smoothness cost function, so it is not needed to send this information. The smoothness cost function is the measure of a smooth connection of the sub-block borders. Here as a cost function the absolute squared Laplacian sum is used. And the technique to determine the signs is a genetic algorithm. It gives us an effective solution quickly. The simulation results show that the reconstructed images have adequate picture quality
  • Keywords
    discrete cosine transforms; genetic algorithms; image coding; image reconstruction; transform coding; DCT sign identification; absolute squared Laplacian sum; genetic algorithm; image coding; picture quality; reconstructed images; smoothness cost function; sub-block coding; Bit rate; Cost function; Discrete cosine transforms; Genetic algorithms; Image coding; Image reconstruction; Information technology; Laplace equations; Signal processing; Transform coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and its Applications, Sixth International, Symposium on. 2001
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    0-7803-6703-0
  • Type

    conf

  • DOI
    10.1109/ISSPA.2001.950207
  • Filename
    950207