• DocumentCode
    307538
  • Title

    A method to match human sulci in 3D-space

  • Author

    Luo, Shuqian ; Evans, Alan C.

  • Author_Institution
    Neurological Inst., Montreal, Que., Canada
  • Volume
    1
  • fYear
    1995
  • fDate
    20-25 Sep 1995
  • Firstpage
    401
  • Abstract
    Presents a multiple force-based deformation algorithm (MFBD) which performs a 3-D spatial transformation to match cortical infolding features, i.e. sulci from different human brains. Prior anatomical knowledge of the likely location of major cerebral sulci was put in a rule base, allowing the initial main sulcal correspondences between model and data to be tentatively established. An iterative force-based deformation was implemented on the model to increase the spatial correspondence between the model and the data. Both simulation and real MRI data experiments show that MFBD produces accurate results, and is insensitive to noise. MFBD is therefore a method for the registration of sulci, blood vessels, and other extracted complicated physiological curves derived from 3-D medical images
  • Keywords
    biomedical NMR; brain; feature extraction; image matching; image registration; iterative methods; medical image processing; 3-D medical images; 3-D spatial transformation; 3D-space; MRI; anatomical knowledge; blood vessels; cortical infolding features; extracted complicated physiological curves; human brains; human sulci matching; iterative force-based deformation; major cerebral sulci; multiple force-based deformation algorithm; noise insensitivity; real data experiments; rule base; simulation; spatial correspondence; sulci registration; Biomedical imaging; Blood vessels; Data mining; Deformable models; Humans; Iterative algorithms; Iterative methods; Medical simulation; Shape; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1995., IEEE 17th Annual Conference
  • Conference_Location
    Montreal, Que.
  • Print_ISBN
    0-7803-2475-7
  • Type

    conf

  • DOI
    10.1109/IEMBS.1995.575170
  • Filename
    575170