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In this paper we developed a new technique for tracing anatomical
fibers from 3D DT-MRI tensor fields, recovering identifiable anatomical
structures that correspond to many of the white matter brain-fiber
pathways.
We found that simple component-wise interpolation of the tensors,
forming a crude continuous approximate tensor field, worked well for
extracting brain fiber directions when combined with a moving least
squares filtering approach.
Our plan is to extend the work to more advanced nonlinear filtering
methods to better handle bifurcation points like crossings and ``T''
junctions. In addition, we plan to examine the benefits of detecting
the local stiffness properties of the tensor field related to
convergence or divergence of the fibers and automatically switch from
forward to inverse integration schemes.
Leonid Zhukov
2003-01-05