• DocumentCode
    3029733
  • Title

    A new fast fractal coding method for the detection of microcalcifications in mammograms

  • Author

    Huang, Jiebo ; Li, Junli ; Liu, Tingting

  • Author_Institution
    Coll. of Inf. Sci. & Eng., Ningbo Univ., Ningbo, China
  • fYear
    2011
  • fDate
    26-28 July 2011
  • Firstpage
    4768
  • Lastpage
    4771
  • Abstract
    Microcalcifications in mammograms can be considered as early signs of breast cancer. A new fast fractal image coding method for the detection of microcalcifications in the ROIs of mammograms is proposed in this paper. Sankar improved the conventional fractal image coding method, but not thoroughly enough. It is modified in the proposed method that both range and domain blocks are classified; two adaptive thresholds are presented which are used for the binaryzation before which the restored image is median filtered. According to this study, the proposed method, comparing with the Sankar´s method, has higher detection speed and detection performance.
  • Keywords
    cancer; fractals; image coding; image restoration; mammography; median filters; medical image processing; object detection; Sankar method; adaptive threshold; breast cancer; detection performance; detection speed; fractal image coding; image restoration; mammogram; median filter; microcalcification detection; Breast cancer; Encoding; Fractals; Image coding; Image restoration; Wavelet transforms; fractal image encoding; mammogram; microcalcification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Technology (ICMT), 2011 International Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-61284-771-9
  • Type

    conf

  • DOI
    10.1109/ICMT.2011.6002043
  • Filename
    6002043