• DocumentCode
    1824296
  • Title

    EEG source localization by multi-planar analytic sensing

  • Author

    Kandaswamy, D. ; Blu, T. ; Spinelli, L. ; Michel, C. ; Van De Ville, D.

  • Author_Institution
    Biomed. Imaging Group, Ecole Polytech. Fed. de Lausanne, Lausanne
  • fYear
    2008
  • fDate
    14-17 May 2008
  • Firstpage
    1075
  • Lastpage
    1078
  • Abstract
    Source localization from EEG surface measurements is an important problem in neuro-imaging. We propose a new mathematical framework to estimate the parameters of a multi- dipole source model. To that aim, we perform 2-D analytic sensing in multiple planes. The estimation of the projection on each plane of the dipoles´ positions, which is a non-linear problem, is reduced to polynomial root finding. The 3-D information is then recovered as a special case of tomographic reconstruction. The feasibility of the proposed approach is shown for both synthetic and experimental data.
  • Keywords
    biomedical imaging; biomedical measurement; electroencephalography; neurophysiology; polynomials; 2-D analytic sensing approach; EEG source localization; EEG surface measurements; electroencephalography; multidipole source model; multiplanar analytic sensing method; neuroimaging; nonlinear problem; polynomial root finding; tomographic reconstruction; Biomedical imaging; Biomedical measurements; Brain modeling; Conductivity; Electroencephalography; Equations; Image reconstruction; Magnetic heads; Scalp; Technological innovation; EEG; analytic functions; annihilating filter; dipole models; finite rate of innovation; source localization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on
  • Conference_Location
    Paris
  • Print_ISBN
    978-1-4244-2002-5
  • Electronic_ISBN
    978-1-4244-2003-2
  • Type

    conf

  • DOI
    10.1109/ISBI.2008.4541186
  • Filename
    4541186