Surface Comparison with Mass Transportation

TL;DR

This paper introduces a novel mass-transportation method for comparing surfaces that accounts for conformal structure and invariance under M"obius transformations, enabling intrinsic surface distance measurement and alignment.

Contribution

It develops a new mass-transportation framework for surface comparison that is invariant under M"obius transformations, providing a constructive metric for disk-type surfaces.

Findings

The method effectively measures surface similarity in numerical experiments.

It enables automatic surface alignment based on intrinsic distances.

Applications demonstrated in natural sciences.

Abstract

We use mass-transportation as a tool to compare surfaces (2-manifolds). In particular, 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 M\"obius transformations. Our approach provides a constructive way of defining a metric in the abstract space of simply-connected smooth surfaces with boundary (i.e. surfaces of disk-type); this metric can also be used to define meaningful intrinsic distances between pairs of "patches" in the two surfaces, which allows automatic alignment of the surfaces. We provide numerical experiments on "real-life" surfaces to demonstrate possible applications in natural sciences.