• DocumentCode
    2014810
  • Title

    Optical flow for tagged MR images

  • Author

    Prince, Jerry L. ; McVeigh, Elliot R.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Johns Hopkins Univ., Baltimore, MD, USA
  • fYear
    1991
  • fDate
    14-17 Apr 1991
  • Firstpage
    2441
  • Abstract
    A method to reconstruct motion from sequences of tagged magnetic resonance (MR) images is presented. MR tagging is used to create a spatial pattern of varying magnetization so that objects which may otherwise have constant intensity are textured; this reduces the motion ambiguity associated with the aperture problem in computer vision. To account for the decay of the tag pattern, a new optical flow algorithm is developed and implemented. Velocity fields estimated using this algorithm are used to recursively update the implied motion reference map over time, thereby tracking the motion of individual particles. If a segmentation of the object is known at the time the tag pattern is created, then an object may be selectively tracked, using the estimated reference map to update the object´s position as time progresses. Results are shown for actual MR phantom data
  • Keywords
    biomedical NMR; picture processing; MR phantom data; magnetic resonance; motion reconstruction; optical flow algorithm; tagged MR images; velocity fields; whole-body scanner; Apertures; Computer vision; Image motion analysis; Image reconstruction; Magnetic resonance; Magnetization; Motion estimation; Particle tracking; Recursive estimation; Tagging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1991. ICASSP-91., 1991 International Conference on
  • Conference_Location
    Toronto, Ont.
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-0003-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1991.150894
  • Filename
    150894