2009, English, Article edition: Graph Matching Based on Node Signatures Jouili, Salim; Tabbone, Salvatore

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Bookmark: http://trove.nla.gov.au/version/209110
Physical Description
  • text
Published
  • HAL - CCSD
  • 2009
Language
  • English

Edition details

Title
  • Graph Matching Based on Node Signatures
Author
  • Jouili, Salim
  • Tabbone, Salvatore
Published
  • HAL - CCSD
  • 2009
Physical Description
  • text
Subjects
Notes
  • We present an algorithm for graph matching in a pattern recognition context. This algorithm deals with weighted graphs, based on new structural and topological node signatures. Using these signatures, we compute an optimum solution for node-to-node assignment with the Hungarian method and propose a distance formula to compute the distance between weighted graphs. The experiments demonstrate that the newly presented algorithm is well suited to pattern recognition applications. Compared with four well-known methods, our algorithm gives good results for clustering and retrieving images. A sensitivity analysis reveals that the proposed method is also insensitive to weak structural changes.
  • HAL:inria-00390288, version 1
  • HAL:http:/​/​hal.inria.fr/​inria-00390288/​en/​
  • DOI:10.1007/​978-3-642-02124-4_16
Language
  • English
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