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In Euclidean space, the equations that give rise
to the geometric heat equations are the curvature deformation
flow for a 2D curve,
, and its 3D extension,
the mean curvature deformation flow for a surface,
,
In the 3D case,
is the mean curvature
of the surface defined in terms of
principal curvatures
and
[13],
It is well-known in the literature that the 2D evolution is the Euclidean
curve shortening flow in the sense that perimeter shrinks
as fast as possible. In fact, it is possible to obtain this
flow from first principle
by minimizing the proper length functional [15].
But what is the link with the heat equation? The heat equation is
for any
and
perpendicular. In our case, the
term is in direction of the gradient to the curve and it vanishes
if the signed distance function
[1] is used as higher dimensional embedding function. Also,
using level set
formulation [1],[5],
the curve flow can be rewritten as
where r is perpendicular to
, i.e., r is
along the curve. This is derived in [1].
Hence, the flow does not smooth in all direction.
It does not smooth across structure but along.
Therefore, the curvature deformation flow
is anisotropic and a geometric case of the heat equation.
Next: Affine 2D Analogue
Up: The Geometric Heat Equation
Previous: The Geometric Heat Equation
Maxime Descoteaux
2003-04-28