• DocumentCode
    2382498
  • Title

    Rotation invariant topology coding of 2D and 3D objects using Morse theory

  • Author

    Baloch, Sajjad ; Krim, Hamid ; Kogan, Irina ; Zenkov, Dmitry

  • Author_Institution
    Dept. of Electr. & Comput. Eng., North Carolina State Univ., Raleigh, NC, USA
  • Volume
    3
  • fYear
    2005
  • fDate
    11-14 Sept. 2005
  • Abstract
    In this paper, we propose a numerical algorithm for extracting the topology of a three-dimensional object (2 dimensional surface) embedded in a three-dimensional space R3. The method is based on capturing the topology of a modified Reeb graph by tracking the critical points of a distance function. As such, the approach employs Morse theory in the study of translation, rotation, and scale invariant skeletal graphs. The latter are useful in the representation and classification of objects in R3.
  • Keywords
    image classification; image coding; image representation; numerical analysis; 2D objects; 3D objects; Morse theory; Reeb graph; distance function; objects classification; objects representation; rotation invariant topology coding; scale invariant skeletal graphs; three-dimensional space; topology extraction; translation; Eigenvalues and eigenfunctions; Encoding; Geometry; Manifolds; Mathematics; Topology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2005. ICIP 2005. IEEE International Conference on
  • Print_ISBN
    0-7803-9134-9
  • Type

    conf

  • DOI
    10.1109/ICIP.2005.1530512
  • Filename
    1530512