• DocumentCode
    1025996
  • 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
  • Volume
    10
  • Issue
    5
  • fYear
    2004
  • Firstpage
    499
  • Lastpage
    508
  • 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;
  • fLanguage
    English
  • Journal_Title
    Visualization and Computer Graphics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1077-2626
  • Type

    jour

  • DOI
    10.1109/TVCG.2004.18
  • Filename
    1310275