Title :
Applications of Forman´s discrete Morse theory to topology visualization and mesh compression
Author :
Lewiner, Thomas ; Lopes, Hélio ; Tavares, Geovan
Author_Institution :
Dept. de Matematica, Pontificia Univ. Catolica do Rio de Janeiro, Brazil
Abstract :
Morse theory is a powerful tool for investigating the topology of smooth manifolds. It has been widely used by the computational topology, computer graphics, and geometric modeling communities to devise topology-based algorithms and data structures. Forman introduced a discrete version of this theory which is purely combinatorial. We aim to build, visualize, and apply the basic elements of Forman´s discrete Morse theory. We intend to use some of those concepts to visually study the topology of an object. As a basis, an algorithmic construction of optimal Forman´s discrete gradient vector fields is provided. This construction is then used to topologically analyze mesh compression schemes, such as Edgebreaker and Grow&Fold. In particular, we prove that the complexity class of the strategy optimization of Grow&Fold is MAX-SNP hard.
Keywords :
computational complexity; computational geometry; data compression; data visualisation; graph theory; mesh generation; optimisation; Edgebreaker; Forman´s discrete Morse theory; Grow&Fold; MAX-SNP hard; algorithmic construction; complexity class; computational topology; computer graphics; computer-aided design; data compression; data structure; discrete mathematics; geometric modeling; gradient vector field; hypergraphs; mesh compression scheme; object topology; smooth manifold topology; strategy optimization; topology visualization; topology-based algorithm; Algorithm design and analysis; Application software; Compaction; Computer graphics; Data structures; Data visualization; Geometry; Mathematics; Solid modeling; Topology; Index Terms- Discrete mathematics; computer fraphics; computer-aided design.; data compaction and compression; hypergraphs; Algorithms; Artificial Intelligence; Computer Graphics; Computer-Aided Design; Data Compression; Finite Element Analysis; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Signal Processing, Computer-Assisted; User-Computer Interface;
Journal_Title :
Visualization and Computer Graphics, IEEE Transactions on
DOI :
10.1109/TVCG.2004.18