• DocumentCode
    1401619
  • Title

    An improved algorithm for rotational motion artifact suppression in MRI

  • Author

    Weerasinghe, Chaminda ; Yan, Hong

  • Author_Institution
    Dept. of Electr. Eng., Sydney Univ., NSW, Australia
  • Volume
    17
  • Issue
    2
  • fYear
    1998
  • fDate
    4/1/1998 12:00:00 AM
  • Firstpage
    310
  • Lastpage
    317
  • Abstract
    An improved algorithm for planar rotational motion artifact suppression in standard two-dimensional Fourier transform magnetic resonance images is presented. It is shown that interpolation of acquired view data on the uncorrupted k-space create data overlap and void regions. The authors present a method of managing overlap data regions, using weighted averaging of redundant data. The weights are assigned according to a priority ranking based on the minimum distance between the data set and the k-space grid points. An iterative estimation technique for filling the data void regions, using projections onto convex sets (POCS), is also described. The method has been successfully tested using computer simulations.
  • Keywords
    Fourier transforms; biomedical NMR; image reconstruction; interpolation; medical image processing; rotation; MRI image reconstruction; acquired view data interpolation; computer simulations; data overlap; data set; data void regions filling; iterative estimation technique; k-space grid points; magnetic resonance imaging; medical diagnostic imaging; planar rotational motion artifact suppression algorithm; redundant data; void regions; weighted averaging; Computer simulation; Filling; Fourier transforms; Frequency; Head; Image reconstruction; Interpolation; Magnetic resonance; Magnetic resonance imaging; Testing; Algorithms; Artifacts; Computer Simulation; Fourier Analysis; Humans; Image Enhancement; Image Processing, Computer-Assisted; Magnetic Resonance Imaging; Models, Theoretical; Phantoms, Imaging; Rotation; Sensitivity and Specificity;
  • fLanguage
    English
  • Journal_Title
    Medical Imaging, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0062
  • Type

    jour

  • DOI
    10.1109/42.700744
  • Filename
    700744