• DocumentCode
    1611028
  • Title

    A new approach to lossless image compression

  • Author

    Chang, Chin-Chen ; Hsieh, Chih-Ping ; Hsiao, Ju-Yuan

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Nat. Chung Cheng Univ., Chiayi, Taiwan
  • Volume
    2
  • fYear
    2003
  • Firstpage
    1734
  • Abstract
    In this paper, we shall propose a lossless image compression method based on base switching transformation (BST). In order to lower down the difference between the minimum and maximum pixel values of each block used in BST and reduce the number of bits that BST needs, the first step we take is to modify each pixel value of original image by subtracting the value of the neighboring pixel from it. The reason is that the pixel values of two neighboring pixels are usually very close to each other. Besides, we provide a hierarchical concept for the BST method. It can effectively improve the compression ratio. With our experimental results, we have made a comparison among our method, the joint photographic experts group (JPEG) compression method, and joint bi-level image experts group (JBIG) compression method, in which our method proves to be superior.
  • Keywords
    data compression; image coding; image restoration; transform coding; JBIG; JPEG; Joint Bilevel Image Experts Group; Joint Photographic Experts Group; base switching transformation; compression method; compression ratio; lossless image compression; pixel values; Binary search trees; Biomedical imaging; Computer science; Fractals; Humans; Image coding; Information management; Pixel; Propagation losses; Transform coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication Technology Proceedings, 2003. ICCT 2003. International Conference on
  • Print_ISBN
    7-5635-0686-1
  • Type

    conf

  • DOI
    10.1109/ICCT.2003.1209863
  • Filename
    1209863