• DocumentCode
    3428436
  • Title

    Lossless Compression of Mammographic Images by Chronological Sifting of Prediction Errors

  • Author

    Neekabadi, A. ; Samavi, S. ; Karimi, N. ; Nasr-Esfahani, E. ; Razavi, S.S. ; Shirani, S.

  • Author_Institution
    Isfahan Univ. of Technol., Isfahan
  • fYear
    2007
  • fDate
    22-24 Aug. 2007
  • Firstpage
    58
  • Lastpage
    61
  • Abstract
    Mammography is a low dose x-ray technique that´s used to create an image of the breast. It is an efficient way for early detection of any cancerous changes and malignancy of lumps. Mammographic images are usually archived and in many cases are transferred on Internet. Therefore, compression of these images has attracted the attention of many researchers. In this paper an efficient method is proposed for lossless compression of mammographic images. Gradual compression of prediction errors in an iterative manner is the basic idea of the proposed method. The simulation results were compared with standard image compression routines such as JPEG-LS, JPEG2000, JBIG and PNG. The superiority of the proposed method was shown for compression of mammographic images.
  • Keywords
    data compression; image coding; mammography; medical image processing; Internet; breast image; cancerous change detection; chronological sifting; lump malignancy; mammographic image lossless compression; mammography; prediction error; x-ray; Breast cancer; Cancer detection; Entropy; Image coding; Image sampling; Internet; Iterative methods; Mammography; Transform coding; X-ray imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, Computers and Signal Processing, 2007. PacRim 2007. IEEE Pacific Rim Conference on
  • Conference_Location
    Victoria, BC
  • Print_ISBN
    978-1-4244-1189-4
  • Electronic_ISBN
    1-4244-1190-4
  • Type

    conf

  • DOI
    10.1109/PACRIM.2007.4313176
  • Filename
    4313176