Title :
Fast graph matching for detecting CAD image components
Author :
Cordella, L.P. ; Foggia, P. ; Sansone, C. ; Vento, M.
Author_Institution :
Dipartimento di Inf. e Sistemistica, Naples Univ., Italy
Abstract :
The performance of an attributed relational graph (ARG) matching algorithm, tailored for dealing with large graphs, is evaluated in the context of a real application. The detection of component parts in CAD images of mechanical drawings. The matching problem is a graph-subgraph isomorphism and the algorithm exploits semantic information about nodes while does not require information about the topology of the graphs to be matched. Experimental results, compared with those obtained with a different method, show the overall efficiency of the algorithm and the matching time reduction obtainable by exploiting the semantic information held by ARGs
Keywords :
CAD; graph theory; image matching; CAD image components; attributed relational graph matching algorithm; graph-subgraph isomorphism; mechanical drawings; semantic information; Algorithm design and analysis; Bismuth; Computational complexity; Computational efficiency; Data structures; Topology; Tree graphs;
Conference_Titel :
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7695-0750-6
DOI :
10.1109/ICPR.2000.906251