Fall 2003: Computational Geometry |
Abstracts for the lectures:
After discussing reconstructions we will go over algorithms that extract features of the sampled shapes from their point samples. This will include algorithms for extracting shape dimensions, their medial axes and so-called feature segments from point cloud data.
Most of the presentations will not require any special background except that a good knowledge about Delaunay and Voronoi geometry and some preliminary concepts about algebraic and differential topology are required. For further information on the topics, see http://www.cis.ohio-state.edu/~tamaldey/geohome.html. There are also slides of the lecture of Tamal Dey available.
Here you may find course material and exercises for the course of Günter Rote.
Course material will be provided in the form of sheets and handouts with exercises, available before the start of the fall school. Doing the exercises will enable you to grasp the basic ideas, fill in the details necessarily skipped during the lectures, and prepare the way for further study.
Course Material is available on http://www.cs.rug.nl/~gert/topology.html.
Session 1 (60 minutes): Simplicial complexes and their homology.
In discrete and computational geometry surfaces can be subdivided into (curvilinear) triangles, and 3D regions with polyhedral boundaries can be subdivided into tetrahedra. More generally, in any dimension simplicial complexes provide a class of geometric objects suitable for topological computation. For this class of objects we introduce topological invariants like simplicial homology groups and Betti-numbers, and consider the relation with well-known combinatorial numbers like the Euler characteristic. We also present algorithms for the computation of Betti-numbers.
Session 2 (60 minutes): Morse theory.
Morse theory provides a way to decompose geometric objects like surfaces (or, in higher dimensions, manifolds) into simple cells. Crucial for this approach are the singularities and level-sets (or, contours) of well-behaved real valued functions defined on such a surface, like the height function of a polyhedral terrain. The methods from Morse theory usually yield subdivisions with a much smaller number of cells than the number of triangles (cells) in a curvilinear mesh on the surface (manifold). This decomposition contains information on the homology of the manifold.
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