• DocumentCode
    1220150
  • Title

    New Characterizations of Simple Points in 2D, 3D, and 4D Discrete Spaces

  • Author

    Couprie, Michel ; Bertrand, Gilles

  • Author_Institution
    CNRS, Univ. Paris-Est, Noisy-le-Grand
  • Volume
    31
  • Issue
    4
  • fYear
    2009
  • fDate
    4/1/2009 12:00:00 AM
  • Firstpage
    637
  • Lastpage
    648
  • Abstract
    A point of a discrete object is called simple if it can be deleted from this object without altering topology. In this article, we present new characterizations of simple points which hold in dimensions 2, 3 and 4, and which lead to efficient algorithms for detecting such points. In order to prove these characterizations, we establish two confluence properties of the collapse operation which hold in the neighborhood of a point in spaces of low dimension. This work is settled in the framework of cubical complexes, which provides a sound topological basis for image analysis, and allows to retrieve the main notions and results of digital topology, in particular the notion of simple point.
  • Keywords
    computational geometry; image retrieval; topology; cubical complexes; discrete object; discrete spaces; image analysis; simple points; topology; Image Processing and Computer Vision; Pattern Recognition;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/TPAMI.2008.117
  • Filename
    4522557