• DocumentCode
    2718482
  • Title

    Online orientation distribution function reconstruction in constant solid angle and its application to motion detection in HARDI

  • Author

    Caruyer, Emmanuel ; Aganj, Iman ; Muetzel, Ryan L. ; Lenglet, Christophe ; Sapiro, Guillermo ; Deriche, Rachid

  • Author_Institution
    Athena Project-Team, INRIA Sophia Antipolis - Mediterranee, Sophia Antipolis, France
  • fYear
    2010
  • fDate
    14-17 April 2010
  • Firstpage
    812
  • Lastpage
    815
  • Abstract
    The diffusion orientation distribution function é can be reconstructed from q-ball imaging (QBI) to map the complex intravoxel structure of water diffusion. As acquisition time is particularly large for high angular resolution diffusion imaging (HARDI), fast estimation algorithms have recently been proposed, as an on-line feedback on the reconstruction accuracy. Thus the acquisition could be stopped or continued on demand. We adapt these real-time algorithms to the mathematically correct definition of ODF in constant solid angle (CSA), and develop a motion detection algorithm upon this reconstruction. Results of improved fiber crossing detection by CSA ODF are shown, and motion detection was implemented and tested in vivo.
  • Keywords
    biodiffusion; biomedical MRI; image reconstruction; medical image processing; motion estimation; HARDI; constant solid angle; diffusion orientation distribution function; estimation algorithms; fiber crossing detection; high angular resolution diffusion imaging; intravoxel structure; motion detection; orientation distribution function reconstruction; q-ball imaging; water diffusion; Distribution functions; High-resolution imaging; Image reconstruction; Image resolution; In vivo; Jacobian matrices; Magnetic resonance imaging; Motion detection; Motion estimation; Solids; On-line model estimation; high angular resolution diffusion imaging (hardi); motion estimation; orientation distribution function (odf); q-ball imaging (qbi);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging: From Nano to Macro, 2010 IEEE International Symposium on
  • Conference_Location
    Rotterdam
  • ISSN
    1945-7928
  • Print_ISBN
    978-1-4244-4125-9
  • Electronic_ISBN
    1945-7928
  • Type

    conf

  • DOI
    10.1109/ISBI.2010.5490052
  • Filename
    5490052