• DocumentCode
    143981
  • Title

    X-ray image enhancement using a modified anisotropic diffusion

  • Author

    Septiana, Lina ; Kang-Ping Lin

  • Author_Institution
    Dept. of Electr. Eng., Krida Wacana Christian Univ., Jakarta, Indonesia
  • fYear
    2014
  • fDate
    11-14 April 2014
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This study presents a novel X-ray image enhancement method. The method proposed in this study is an improved method from Perona-Malik anisotropic diffusion to enhance the quality of X-ray image. This improvement is implemented by combining histogram equalization, Perona-Malik anisotropic diffusion, and a weighted K-means clustering. The result from the real X-ray image shows that the proposed algorithm can improve the image quality of the original low dose x-ray image and make it become more reliable.
  • Keywords
    diagnostic radiography; image enhancement; medical image processing; pattern clustering; Modified Anisotropic Diffusion; Perona-Malik anisotropic diffusion; X-ray image enhancement method; histogram equalization; image quality; weighted K-means clustering; Anisotropic magnetoresistance; Biomedical imaging; Histograms; Image edge detection; Image enhancement; Noise; X-ray imaging; Anisotropic diffusion; Image enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioelectronics and Bioinformatics (ISBB), 2014 IEEE International Symposium on
  • Conference_Location
    Chung Li
  • Print_ISBN
    978-1-4799-2769-2
  • Type

    conf

  • DOI
    10.1109/ISBB.2014.6820940
  • Filename
    6820940