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Gitta Kutyniok
TU Berlin
Parabolic Molecules: Curvelets, Shearlets, and Beyond
Monday, October 29 3pm, 646 PGH
Abstract
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Anisotropic representation systems such as shearlets and curvelets have had a
significant impact on applied mathematics in the last decade. The main reason
for their success is their superior ability to optimally resolve anisotropic
structures such as singularities concentrated on lower dimensional embedded
manifolds, for instance, edges in images or shock fronts in solutions of transport
dominated equations. By now, a large variety of such anisotropic systems has been
introduced, among which we mention second generation curvelets, bandlimited shearlets
and compactly supported shearlets, all based on a parabolic dilation operation.
These systems share similar sparsity properties, which is usually proven on a
case-by-case basis for each different construction.
In this talk we will introduce the concept of parabolic molecules which allows for a
unified framework encompassing all known anisotropic frame constructions based on
parabolic scaling. The main result essentially states that all such systems share
similar approximation properties. One consequence we will discuss is that at once all
the desirable approximation properties of curvelets can be deduced for virtually any
other system based on parabolic scaling.
This is joint work with Philipp Grohs (ETH Zurich).
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