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The experiment is organized in three parts. First, we illustrate the
nice mathematical properties of both the Euclidean and the affine
evolutions on 2D curve evolutions. Then, we see how these important
characteristics can be applied to smooth each iso-intensity level set
of images. We show the flows on a retinal angiogram and have tested
the evolutions on 3D MRI brain images. Finally, we
demonstrate how the properties extend well to convex surfaces but fail
on non-convex surfaces with the classical barbell example. All the
figures and movies related to the Euclidean mean curvature deformation
are presented at www.cim.mcgill.ca/
mdesco/mean.html.
Similarly, results obtained using the affine curvature deformation are
at www.cim.mcgill.ca/
mdesco/affine.html. It is worth
opening these pages while reading this section of the report.
Subsections
Maxime Descoteaux
2003-04-28