• DocumentCode
    3142315
  • Title

    MRI denoising using the anisotropic coupled diffusion equations

  • Author

    Zhang, Fang ; Ma, Lihong

  • Author_Institution
    Sch. of Inf. & Commun. Eng., Tianjin Polytech. Univ., Tianjin, China
  • Volume
    1
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    397
  • Lastpage
    401
  • Abstract
    Magnetic Resonance Imaging is affected by random noise which limits the accuracy of many quantitative measurements from the data. The coupled partial diffusion equations are introduced for Magnetic Resonance Imaging denoising. One equation contains an anisotropic diffusion term, which controls the diffusion direction, a fidelity term, which assures the filtered image is not far from the initial image, and a diffusion gene, which controls diffusion speed of each pixel and connects with another diffusion equation. The results show that the coupled diffusion equations have good noise reduction and details protection capabilities.
  • Keywords
    biomedical MRI; image denoising; medical image processing; random noise; MRI denoising; anisotropic coupled diffusion equation; magnetic resonance imaging; random noise; Equations; Image edge detection; Magnetic resonance imaging; Mathematical model; Noise; Noise reduction; Smoothing methods; Anisotropic; Coupled diffusion equations; Denoising; Magnetic Resonance Imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6495-1
  • Type

    conf

  • DOI
    10.1109/BMEI.2010.5639542
  • Filename
    5639542