Numerical Computation of Weil-Peterson Geodesics in the Universal Teichmuller Space

作者：Feiszli Matt^*; Narayan Akil

来源：SIAM Journal on Imaging Sciences, 2017, 10(3): 1322-1345.

DOI：10.1137/15M1043947

• Teichmuller space
• Weil-Peterson metric
• shape metrics

We propose an optimization algorithm for computing geodesics on the universal Teichmuller space T (1) in the Weil-Petersson (WP) metric. Another realization for T (1) is the space of planar shapes, modulo translation and scale, and thus our algorithm addresses a fundamental problem in computer vision: compute the distance between two given shapes. The identification of planar shapes with elements on T (1) allows us to represent a shape as a homeomorphism of S-1. Then given two homeomorphisms of S-1 (i.e., two shapes we want to connect with a flow), we formulate a discretized WP energy and the resulting problem is a boundary-value minimization problem. We numerically solve this problem, providing several examples of geodesic flow on the space of shapes, and verifying mathematical properties of T (1). Our algorithm is more general than the application here in the sense that it can be used to compute geodesics on any other Riemannian manifold.

• 出版日期2017