• DocumentCode
    1553224
  • Title

    Error correcting graph matching: on the influence of the underlying cost function

  • Author

    Bunke, H.

  • Author_Institution
    Inst. fur Inf. & Angewandte Math., Bern Univ., Switzerland
  • Volume
    21
  • Issue
    9
  • fYear
    1999
  • fDate
    9/1/1999 12:00:00 AM
  • Firstpage
    917
  • Lastpage
    922
  • Abstract
    Investigates the influence of the cost function on the optimal match between two graphs. It is shown that, for a given cost function, there are an infinite number of other cost functions that lead, for any given pair of graphs, to the same optimal error correcting matching. Furthermore, it is shown that well-known concepts from graph theory, such as graph isomorphism, subgraph isomorphism, and maximum common subgraph, are special cases of optimal error correcting graph matching under particular cost functions
  • Keywords
    computational complexity; graph theory; pattern matching; error correcting graph matching; graph isomorphism; maximum common subgraph; subgraph isomorphism; underlying cost function; Computer Society; Computer errors; Cost function; Databases; Distortion measurement; Error correction; Genetic algorithms; Neural networks; Pattern recognition; Simulated annealing;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/34.790431
  • Filename
    790431