• DocumentCode
    1607606
  • Title

    Construction of intuitionistic fuzzy contrast enhanced medical images

  • Author

    Chaira, T.

  • Author_Institution
    Centre for Biomed. Eng., Indian Inst. of Technol. Delhi, New Delhi, India
  • fYear
    2012
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Medical images are poorly illuminated and enhancement is very much essential. Though there are many image enhancement algorithms in literature, but enhancement of medical images is very much difficult. This paper presents a new method using intuitionistic fuzzy set theory for medical image enhancement. The method produces an intuitionistic fuzzy image using Sugeno type fuzzy complement and the parameter in intuitionistic fuzzy image is optimized using intuitionistic fuzzy entropy. Experimental results on several low contrasted medical images show that the proposed method produces better enhanced image as compared to the existing fuzzy and intuitionistic fuzzy methods.
  • Keywords
    entropy; fuzzy set theory; image enhancement; medical image processing; Sugeno type fuzzy complement; intuitionistic fuzzy contrast; intuitionistic fuzzy entropy; intuitionistic fuzzy image; intuitionistic fuzzy set theory; medical image enhancement; Brain; Entropy; Fuzzy set theory; Image enhancement; Manganese; Medical diagnostic imaging; Sugeno fuzzy complement; contrast enhancement; hesitation degree; intuitionistic fuzzy set;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Human Computer Interaction (IHCI), 2012 4th International Conference on
  • Conference_Location
    Kharagpur
  • Print_ISBN
    978-1-4673-4367-1
  • Type

    conf

  • DOI
    10.1109/IHCI.2012.6481870
  • Filename
    6481870