• DocumentCode
    1726298
  • Title

    Medical Image Recognition Based on Line Moment and the BP Neural

  • Author

    Linan, Fan ; Dan, Tian ; Lujia, Yu

  • Author_Institution
    Shenyang Univ., Shenyang
  • fYear
    2007
  • Abstract
    A method of medical image recognition based on line moment feature and neural network, is proposed in this paper. It includes multi-structuring elements morphological operator, line moment invariant feature extraction, line moment vector standardization, fuzzy preprocessing, BP net and competition selection. Experimental results demonstrate that the method is both effective and efficient, and the trained neural network possesses high classification ability.
  • Keywords
    backpropagation; feature extraction; fuzzy set theory; image recognition; medical image processing; neural nets; BP net; feature extraction; fuzzy preprocessing; line moment; medical image recognition; neural network; vector standardization; Biomedical imaging; Bismuth; Feature extraction; Image edge detection; Image recognition; Instruments; Medical diagnostic imaging; Neural networks; Shape; Standardization; Medical image; edge detection; line moment; multi-structuring elements; neural network; pattern recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronic Measurement and Instruments, 2007. ICEMI '07. 8th International Conference on
  • Conference_Location
    Xi´an
  • Print_ISBN
    978-1-4244-1136-8
  • Electronic_ISBN
    978-1-4244-1136-8
  • Type

    conf

  • DOI
    10.1109/ICEMI.2007.4350789
  • Filename
    4350789