• DocumentCode
    3161879
  • Title

    Retinal image enhancement by indices fuzziness

  • Author

    Intajag, Sathit ; Laohasongkram, Phiphat ; Chatree, Pongtorn

  • Author_Institution
    Dept. of Instrum. Eng., King Mongkut´´s Inst. of Technol. Ladkrabang, Bangkok
  • fYear
    2008
  • fDate
    20-22 Aug. 2008
  • Firstpage
    3168
  • Lastpage
    3173
  • Abstract
    Evaluation of a retinal image is widely employed to help doctors diagnose many diseases, such as diabetes or hypertension. From acquisition process, retinal images often have low grey level contrast and dynamic range. This paper proposes indices of fuzziness for solving the problems of retinal image enhancement. Histogram of the retinal image is stretched by estimating the optimal parameters of the indices of fuzziness in S-function, which is designed for contrasting a field of view in the images. Our algorithm can achieve a number of significant properties for contrast stretching, such as compressed the noise in background and produced a high contrast in a field of view or foreground that provides feasibility in diagnosis from a retinal image.
  • Keywords
    eye; image enhancement; medical image processing; S-function; contrast stretching; fuzziness indices; retinal image enhancement; Background noise; Diabetes; Diseases; Dynamic range; Histograms; Hypertension; Image coding; Image enhancement; Parameter estimation; Retina; Enhancement; Indices of Fuzziness; Retinal Image;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE Annual Conference, 2008
  • Conference_Location
    Tokyo
  • Print_ISBN
    978-4-907764-30-2
  • Electronic_ISBN
    978-4-907764-29-6
  • Type

    conf

  • DOI
    10.1109/SICE.2008.4655211
  • Filename
    4655211