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First- the hue-balls. The main goal here was to find a way of
assigning color to the tensor that did not rely on simplifying
the diffusion tensor down to just its principal eigenvector. And my
reason for this was to avoid the sort of discontinuity that you can
get in cases of planar anistropy. Here's a sequence of slowly varying
ellipses with mostly planar anisotropy, with red and green lines
showing the principal and secondary eigenvectors, respectively.
Notice that between here and here the direction of the principal
eigenvector shifts 90 degrees, even though these two tensors are
really very similar. I think its important for a tensor coloring
scheme to give similar colors to similar tensors, such as these two in
the middle. Along these lines, I'm interested in using color as a
sort of visual glue- so that coherent structures in the tensor field
get the same basic color, and so that disjoint structures get
dissimilar colors.