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
Link To Document