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
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;
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
DOI :
10.1109/ISBI.2008.4541186