• DocumentCode
    2714557
  • Title

    X-ray angiogram image enhancement in DSA with generalized fuzzy operator

  • Author

    Xinqi, Yuan ; Shujun, Zhao ; Fugen, Zhou ; Tao, Zhang ; Weiwei, Fu ; Chuan, Xu ; Min, Liu

  • Author_Institution
    Coll. of Phys. Eng., Zhengzhou Univ., Zhengzhou, China
  • fYear
    2011
  • fDate
    3-5 Nov. 2011
  • Firstpage
    170
  • Lastpage
    173
  • Abstract
    It is believed that fuzzy set theory is a useful tool for handling the uncertainty associated with vagueness and/or imprecision. In this paper, by using a fuzzy entropy approach, a novel adaptive image fuzzy enhancement algorithm is presented. After a general discussion on fuzzy entropy, the concept of elementary entropy function of a fuzzy set is introduced. Using this mapping, the selection of the threshold value in image enhancement is beneficial to a certain extent. The second part of the paper investigates the applicability of the generalized fuzzy operator (GFO), which not only has a closing character and an automatic-adjusting character, but also has a transplant character to other enhancement arithmetic. One typical example is used for evaluation this algorithm at last, which is the X-ray angiogram image come from the Digital Subtraction Angiography (DSA).
  • Keywords
    diagnostic radiography; entropy; fuzzy systems; image enhancement; medical image processing; X-ray angiogram image enhancement; automatic-adjusting character; digital subtraction angiography; enhancement arithmetic; fuzzy entropy; fuzzy set theory; generalized fuzzy operator; transplant character; Entropy; Fuzzy set theory; Fuzzy sets; Histograms; Image edge detection; Image enhancement; Noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioelectronics and Bioinformatics (ISBB), 2011 International Symposium on
  • Conference_Location
    Suzhou
  • Print_ISBN
    978-1-4577-0076-7
  • Type

    conf

  • DOI
    10.1109/ISBB.2011.6107673
  • Filename
    6107673