Literature DB >> 15641723

A (sub)graph isomorphism algorithm for matching large graphs.

Luigi P Cordella1, Pasquale Foggia, Carlo Sansone, Mario Vento.   

Abstract

We present an algorithm for graph isomorphism and subgraph isomorphism suited for dealing with large graphs. A first version of the algorithm has been presented in a previous paper, where we examined its performance for the isomorphism of small and medium size graphs. The algorithm is improved here to reduce its spatial complexity and to achieve a better performance on large graphs; its features are analyzed in detail with special reference to time and memory requirements. The results of a testing performed on a publicly available database of synthetically generated graphs and on graphs relative to a real application dealing with technical drawings are presented, confirming the effectiveness of the approach, especially when working with large graphs.

Mesh:

Year:  2004        PMID: 15641723     DOI: 10.1109/TPAMI.2004.75

Source DB:  PubMed          Journal:  IEEE Trans Pattern Anal Mach Intell        ISSN: 0098-5589            Impact factor:   6.226


  46 in total

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