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
Link To Document