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16th International Conference on Pattern Recognition (ICPR'02) - Volume 1
A Smale-Like Decomposition for Discrete Scalar Fields
Quebec City, QC, Canada
August 11-August 15
ISBN: 0-7695-1695-X
Leila De Floriani, University of Genova
Mohammed Mostefa Mesmoudi, University of Genova
Emanuele Danovaro, University of Genova
In this paper, we address the problem of representing the structure of the topology of a d-dimensional scalar field as a basis for constructing a multiresolution representation of the structure of such a field. To this aim, we define a discrete decomposition of a triangulated d-dimensional domain, on whose vertices the values of the field are given. We extend a Smale decomposition, defined by Thom and Smale for differentiable functions, to the discrete case, to what we call a Smale-like decomposition. We introduce the notion of discrete gradient vector field, which indicates the growth of the scalar field and matches with our decomposition. We sketch an algorithm for building a Smale-like decomposition and a graph-based representation of this decomposition. We present results for the case of two-dimensional fields.
Citation:
Leila De Floriani, Mohammed Mostefa Mesmoudi, Emanuele Danovaro, "A Smale-Like Decomposition for Discrete Scalar Fields," icpr, vol. 1, pp.10184, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 1, 2002
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