We complement implicit surfaces
with a variational approach: the implicit surfaces are the
solution to an interpolation problem, an analogy of thin-plate
splines. Our surfaces can pass exactly through user-specified
points and are smooth. We investigate different ways of
modeling and rendering the variational implicit surfaces,
as well as applications, such as shape transformation and reconstruction.