• DocumentCode
    2924702
  • Title

    Development of advanced contrast enhancement technique for mammographie images

  • Author

    Das, Aruneema ; Bhattacharya, Mahua

  • Author_Institution
    Dept. of Radio Phys. & Electron., Univ. of Calcutta, Kolkata, India
  • fYear
    2012
  • fDate
    Oct. 30 2012-Nov. 2 2012
  • Firstpage
    185
  • Lastpage
    190
  • Abstract
    In the present study, we have applied the process of image enhancement to mammographic images. This study has examined the problem of fuzziness/impreciseness of mammograms such as inhomogeneous background, low contrast, indistinct borders, small and ill-defined shapes, varying intensities of the suspicious regions and low distinguishability from their surroundings. Though fuzzy logic based contrast enhancement technique has good potential to handle the problem of impreciseness in mammograms, more generalized and flexible Vague Set theory is appropriate to capture the vagueness of mammograms.
  • Keywords
    fuzzy logic; image enhancement; mammography; medical image processing; advanced contrast enhancement technique; flexible vague set theory; fuzzy logic based contrast enhancement technique; image enhancement; mammographic images; suspicious regions; Communications technology; Decision support systems; Contrast enhancement; Fuzzy logic; Median membership fuction; Vague Set approach;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Communication Technologies (WICT), 2012 World Congress on
  • Conference_Location
    Trivandrum
  • Print_ISBN
    978-1-4673-4806-5
  • Type

    conf

  • DOI
    10.1109/WICT.2012.6409072
  • Filename
    6409072