• DocumentCode
    3286866
  • Title

    Content Analysis Based Medical Images Fusion with Fuzzy Inference

  • Author

    Na, Yan ; Lu, Hongmin ; Zhang, Ying

  • Author_Institution
    Sch. of Electron. Eng., Xidian Univ., Xi´´an
  • Volume
    3
  • fYear
    2008
  • fDate
    18-20 Oct. 2008
  • Firstpage
    37
  • Lastpage
    41
  • Abstract
    A content analysis based medical images fusion with fuzzy inference is presented. For well design fuzzy inference rules, the contents of two source images are analyzed with histograms. In the calculation of histograms, section is determined by two source images. Inference rules are designed based on fusion target and histograms of CT image and MRI image. Experiment results comparison from subject and object point of view show that content analysis based medical images fusion with fuzzy inference method is better than ordinary 3 gray-level (dark, medium, bright) fuzzy inference fusion method, the fused image can provide more information.
  • Keywords
    biomedical MRI; computerised tomography; fuzzy reasoning; image fusion; medical image processing; CT image; MRI image; content analysis; fuzzy inference; histograms; medical images fusion; Biomedical imaging; Computed tomography; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Histograms; Image analysis; Image fusion; Magnetic resonance imaging; content analysis; fuzzy inference; medical images fusion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
  • Conference_Location
    Shandong
  • Print_ISBN
    978-0-7695-3305-6
  • Type

    conf

  • DOI
    10.1109/FSKD.2008.608
  • Filename
    4666210