Speakers: Andrea Tagliasacchi , GrUVi Lab, Simon Fraser University

Friday, October 19th, 10:00am, in BC 229
Title: Geometric Skeletons


Abstract:
Geometric skeletons are effective means of shape representation capable of capturing a solid shape's essential volumetric characteristics and topology. In two dimensions the precisely defined curves of the ``Medial Axis Transform'' are the commonly accepted form of geometric skeletons. However, in three dimensions, the transform can contain surfaces often connected in a complex fashion, making them difficult to use in practical applications. Curve skeletons address this issue by providing a simple curvilinear alternative to the medial axis, but at the price of not being clearly defined. In this talk I will introduce several ways of looking at the medial axis, and illustrate how its properties can be mimicked for the computation of curve skeletons. Additionally, by exploiting their volumetric qualities, I will show you how these skeletons can act as regularizers to solve challenging surface reconstruction problems, where large portions of missing data make the problem highly ill-conditioned.