Recent advances in graph matching

International Journal of Pattern Recognition and Artificial Intelligence

Volumn 11, Issue 1, 1997, Pages 169-203

  Bunke, H ^a   Messmer, B T ^a  

^a UNIVERSITY OF BERN   (Switzerland)

Author keywords

Decision tree; Error tolerant graph matching; Graph isomorphism; Graph matching; Subgraph isomorphism

Indexed keywords

EID: 0001049532     PISSN: 02180014     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0218001497000081     Document Type: Article

References (36)

1. R. A. Wagner and M. J. Fischer, "The string-to-string correction problem", J. of the Association for Computing Machinery 21, 1 (1974) 168-173.
2. H. Bunke, "Structural and syntactic pattern recognition", in Handbook of Pattern Recognition and Computer Vision, eds., C. H. Chen, L. F. Pau, and P. Wang, World Scientific Publ. Co. Singapore, 1993, pp. 163-209.
3. L. Shapiro, "Relational matching", in Handbook of Pattern Recognition and Image Processing: Computer Vision, ed. T. Y. Young, Academic Press, 1993, pp. 475-496.
4. M. R. Garey and D. S. Johnson, Computers and Intractability: A Guide to the Theory of NP-Completeness, Freeman and Company, 1979.
5. J. R. Ullman, "An algorithm for subgraph isomorphism", J. of the Association for Computing Machinery 23, 1 (1976) 31-42.
6. R. Horaud and T. Skordas, "Stereo correspondence through feature grouping and maximal cliques", IEEE Trans. on Pattern Analysis and Machine Intelligence PAMI11, 11 (1989) 1168-1180.
7. H. Bunke and G. Allerman, "Inexact graph matching for structural pattern recognition", Pattern Recognition Lett. 1, 4 (1983) 245-253.
8. M. A. Eshera and K. S. Fu, "A graph distance measure for image analysis", IEEE Trans. on Systems, Man, and Cybernetics 14, 3 (1984) 398-408.
9. A. Sanfeliu and K. S. Fu, "A distance measure between attributed relational graphs for pattern recognition", IEEE Trans. on Systems, Man, and Cybernetics 13 (1983) 353-363.
10. W. H. Tsai and K. S Fu, "Error-correcting isomorphisms of attributed relational graphs for pattern recognition", IEEE Trans. on Systems, Man, and Cybernetics 9 (1979) 757-768.
11. N. J. Nilsson, Principles of Artificial Intelligence, Tioga, Palo Alto, 1980.
12. L. Herault, R. Horaud, F. Veillon, and J. J. Niez, "Symbolic image matching by simulated annealing", in Proc. British Machine Vision Conf., Oxford, 1990, pp. 319-324.
13. J. Feng, M. Laumy, and M. Dhome, "Inexact matching using neural networks", in Pattern Recognition in Practice IV: Multiple Paradigms, Comparative Studies and Hybrid Systems, eds., E. S. Gelsema and L. N. Kanal, North-Holland, 1994, pp. 177-184.
14. K. A. De Jong and W. M. Spears, "Using genetic algorithms to solve NP-complete problems", in Genetic Algorithms, ed. J.D. Schaffer, Morgan Kaufmann, 1989, pp. 124-132.
15. P. Kuner and B. Ueberreiter, "Pattern recognition by graph matching - combinatorial versus continuous optimization", Int. J. of Pattern Recognition and Artificial Intelligence 2, 3 (1988) 527-542.
16. W. J. Christmas, J. Kittler, and M. Petrou, "Structural matching in computer vision using probabilistic relaxation", IEEE Trans. on Pattern Analysis and Machine Intelligence PAMI17, 8 (1995) 749-764.
17. S. W. Lu, Y. Ren, and C. Y. Suen, "Hierarchical attributed graph representation and recognition of handwritten Chinese characters", Pattern Recognition 24 (1991) 617-632.
18. J. Rocha and T. Pavlidis, "A shape analysis model with applications to a character recognition system", IEEE Trans. on Pattern Analysis and Machine Intelligence 16, 4 (1994) 393-404.
19. S. W. Lee, J. H. Kim, and F. C. A. Groen, "Translation- rotation- and scale invariant recognition of hand-drawn symbols in schematic diagrams", Int. J. of Pattern Recognition and Artificial Intelligence 4, 1 (1990) 1-15.
20. A. Pearce, T. Caelli, and W. F. Bischof, "Rulegraphs for graph matching in pattern recognition", Pattern Recognition 27, 9 (1994) 1231-1246.
21. E. Gmuer and H. Bunke, "3D object recognition based on subgraph matching in polynomial time", in Structural Pattern Analysis, eds., R. Mohr, T. Pavlidis, and A. Sanfeliu, World Scientific, 1990, pp. 131-147.
22. E. K. Wong, "Three-dimensional object recognition by attributed graphs", in Syntactic and Structural Pattern Recognition - Theory and Applications, eds., H. Bunke and A. Sanfeliu, World Scientific, 1990, pp. 381-414.
23. J. K. Cheng and T. S. Huang, "Image recognition by matching relational structures", in IEEE PRIP, 1981, pp. 542-547.
24. A. W. Wong, S. W. Lu, and M. Rioux, "Recognition and shape synthesis of 3D objects based on attributed graphs", IEEE Trans. on Pattern Analysis and Machine Intelligence PAMI11, 3 (1989) 279-290.
25. M. S. Costa and L. G. Shapiro, "Analysis of scenes containing multiple non-polyhedral 3D objects", in Lectures Notes in Computer Science 974: Image Analysis and Processing, eds., C. Braccini, L. DeFloriani, and G. Vernazza, Springer Verlag, 1995.
26. H. Bunke, T. Glauser, and T.-H. Tran, "Efficient matching of dynamically changing graphs", in Theory and Applications of Image Analysis, eds., P. Johansen and O. Olsen, World Scientific Publ., 1992, pp. 110-124.
27. A. Sanfeliu, K. S. Fu, and J. M. S. Prewitt, "An application of a graph distance measure to the classification of muscle tissue patterns", Int. J. of Pattern Recognition and Artificial Intelligence 1, 1 (1987) 17-42.
28. W. F. Bischof and T. Caelli, "Learning structural descriptions of patterns: A new technique for conditional clustering and rule generation", Pattern Recognition 27, 5 (1994) 689-699.
29. T. Caelli and W. Bischof, "The role of machine learning in building image interpretation systems", published in this volume.
30. D. J. Cook and L. B. Holder, "Substructure discovery using minimum description length and background knowledge", J. of Artificial Intelligence Research, 1994, pp. 231-255.
31. B. T. Messmer and H. Bunke, "Automatic learning and recognition of graphical symbols in engineering drawings", in Proc. Int. Workshop on Graphics Recognition, University Park, Pennsylvania, 1995, pp. 33-43.
32. C. L. Forgy, "Rete, a fast algorithm for the many pattern/many object pattern match problem", in Artificial Intelligence 19 (1982) 17-37.
33. H. S. Lee and M. I. Schor, "Match algorithms for generalized Rete networks", Artificial Intelligence, 1992, pp. 255-270.
34. B. T. Messmer, "Efficient graph matching algorithms for preprocessed model graphs", Ph.D. thesis, Institut für Informatik und angewandte Mathematik, Universität Bern, Switzerland, 1995.
35. B. T. Messmer and H. Bunke, "Subgraph isomorphism detection in polynomial time on preprocessed model graphs", in Proc. of the Asian Conf. on Computer Vision ACCV, 1995, pp. 151-155.
36. S. Even, Graph Algorithms, Pitman Publ., 1979.