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arXiv · 1103.4408

Conformal Wasserstein distances: comparing surfaces in polynomial time

Yaron Lipman·Ingrid Daubechies
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Abstract

We present a constructive approach to surface comparison realizable by a polynomial-time algorithm. We determine the "similarity" of two given surfaces by solving a mass-transportation problem between their conformal densities. This mass transportation problem differs from the standard case in that we require the solution to be invariant under global Möbius transformations. We present in detail the case where the surfaces to compare are disk-like; we also sketch how the approach can be generalized to other types of surfaces.

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Yaron Lipman, Ingrid Daubechies. 2011-03-22. Conformal Wasserstein distances: comparing surfaces in polynomial time. https://doi.org/10.1016/j.aim.2011.01.020

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