메뉴 건너뛰기




Volumn 13, Issue 1, 2010, Pages 113-129

A survey of graph edit distance

Author keywords

Attributed graph; Graph edit distance; Inexact graph matching; Non attributed graph

Indexed keywords


EID: 73749086870     PISSN: 14337541     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10044-008-0141-y     Document Type: Article
Times cited : (642)

References (71)
  • 1
    • 0024069925 scopus 로고
    • An eigendecomposition approach to weighted graph matching problems
    • Umeyama S (1988) An eigendecomposition approach to weighted graph matching problems. IEEE Trans Pattern Anal Mach Intell 10(5): 695-703.
    • (1988) IEEE Trans Pattern Anal Mach Intell , vol.10 , Issue.5 , pp. 695-703
    • Umeyama, S.1
  • 3
    • 1842426385 scopus 로고    scopus 로고
    • An eigenspace projection clustering method for inexact graph matching
    • Caelli T, Kosinov S (2004) An eigenspace projection clustering method for inexact graph matching. IEEE Trans Pattern Anal Mach Intell 26(4): 515-519.
    • (2004) IEEE Trans Pattern Anal Mach Intell , vol.26 , Issue.4 , pp. 515-519
    • Caelli, T.1    Kosinov, S.2
  • 5
    • 0015960104 scopus 로고
    • The string-to-string correction problem
    • Wagner RA, Fischer MJ (1974) The string-to-string correction problem. J ACM 21(1): 168-173.
    • (1974) J ACM , vol.21 , Issue.1 , pp. 168-173
    • Wagner, R.A.1    Fischer, M.J.2
  • 6
    • 0028405430 scopus 로고
    • A shape analysis model with applications to a character recognition system
    • Pavlidis JRT (1994) A shape analysis model with applications to a character recognition system. IEEE Trans Pattern Anal Mach Intell 16(4): 393-404.
    • (1994) IEEE Trans Pattern Anal Mach Intell , vol.16 , Issue.4 , pp. 393-404
    • Pavlidis, J.R.T.1
  • 10
    • 0035342551 scopus 로고    scopus 로고
    • Video indexing and similarity retrieval by largest common subgraph detection using decision trees
    • Shearer K, Bunke H, Venkatesh S (2001) Video indexing and similarity retrieval by largest common subgraph detection using decision trees. Pattern Recognit 34(5): 1075-1091.
    • (2001) Pattern Recognit , vol.34 , Issue.5 , pp. 1075-1091
    • Shearer, K.1    Bunke, H.2    Venkatesh, S.3
  • 11
    • 46249085774 scopus 로고    scopus 로고
    • A graph-based approach for modeling and indexing video data
    • San Diego
    • Lee J (2006) A graph-based approach for modeling and indexing video data. In: Proceedings of IEEE international symposium on multimedia, San Diego, pp 348-355.
    • (2006) Proceedings of IEEE International Symposium on Multimedia , pp. 348-355
    • Lee, J.1
  • 12
    • 10044271843 scopus 로고    scopus 로고
    • Nonparametric discriminant analysis in relevance feedback for content-based image retrieval
    • Cambridge
    • Tao D, Tang X (2004) Nonparametric discriminant analysis in relevance feedback for content-based image retrieval. In: Proceedings of IEEE international conference on pattern recognition, Cambridge, pp 1013-1016.
    • (2004) Proceedings of IEEE International Conference on Pattern Recognition , pp. 1013-1016
    • Tao, D.1    Tang, X.2
  • 13
    • 33746586210 scopus 로고    scopus 로고
    • Kernel direct biased discriminant analysis: A new content-based image retrieval relevance feedback algorithm
    • Tao D, Tang X, Li X et al (2006) Kernel direct biased discriminant analysis: a new content-based image retrieval relevance feedback algorithm. IEEE Trans Multimedia 8(4): 716-727.
    • (2006) IEEE Trans Multimedia , vol.8 , Issue.4 , pp. 716-727
    • Tao, D.1    Tang, X.2    Li, X.3
  • 14
    • 64149087441 scopus 로고    scopus 로고
    • Which components are important for interactive image searching?
    • Tao D, Tang X, Li X (2008) Which components are important for interactive image searching? IEEE Trans Circuits Syst Video Technol 18(1): 1-11.
    • (2008) IEEE Trans Circuits Syst Video Technol , vol.18 , Issue.1 , pp. 1-11
    • Tao, D.1    Tang, X.2    Li, X.3
  • 15
  • 16
    • 44649135181 scopus 로고    scopus 로고
    • Local face sketch synthesis learning
    • Gao X, Zhong J, Tao D et al (2008) Local face sketch synthesis learning. Neurocomputing 71(10-12): 1921-1930.
    • (2008) Neurocomputing , vol.71 , Issue.10-12 , pp. 1921-1930
    • Gao, X.1    Zhong, J.2    Tao, D.3
  • 17
    • 0020752197 scopus 로고
    • A distance measure between attributed relational graphs for pattern recognition
    • Sanfeliu A, Fu KS (1983) A distance measure between attributed relational graphs for pattern recognition. IEEE Trans Syst Man Cybern 13(3): 353-362.
    • (1983) IEEE Trans Syst Man Cybern , vol.13 , Issue.3 , pp. 353-362
    • Sanfeliu, A.1    Fu, K.S.2
  • 18
    • 0002248659 scopus 로고
    • Efficient error-tolerant subgraph isomorphism detection
    • Messmer BT, Bunke H (1994) Efficient error-tolerant subgraph isomorphism detection. Shape Struct Pattern Recognit: 231-240.
    • (1994) Shape Struct Pattern Recognit , pp. 231-240
    • Messmer, B.T.1    Bunke, H.2
  • 19
    • 0032072467 scopus 로고    scopus 로고
    • A new algorithm for error-tolerant subgraph isomorphism detection
    • Messmer BT, Bunke H (1998) A new algorithm for error-tolerant subgraph isomorphism detection. IEEE Trans Pattern Anal Mach Intell 20(5): 493-504.
    • (1998) IEEE Trans Pattern Anal Mach Intell , vol.20 , Issue.5 , pp. 493-504
    • Messmer, B.T.1    Bunke, H.2
  • 20
    • 0031198630 scopus 로고    scopus 로고
    • On a relation between graph edit distance and maximum common subgraph
    • Bunke H (1997) On a relation between graph edit distance and maximum common subgraph. Pattern Recognit Lett 18(8): 689-694.
    • (1997) Pattern Recognit Lett , vol.18 , Issue.8 , pp. 689-694
    • Bunke, H.1
  • 21
    • 0033188822 scopus 로고    scopus 로고
    • Error correcting graph matching: On the influence of the underlying cost function
    • Bunke H (1999) Error correcting graph matching: on the influence of the underlying cost function. IEEE Trans Pattern Anal Mach Intell 21(9): 917-922.
    • (1999) IEEE Trans Pattern Anal Mach Intell , vol.21 , Issue.9 , pp. 917-922
    • Bunke, H.1
  • 22
    • 0024889169 scopus 로고
    • Simple fast algorithms for the editing distance between trees and related problems
    • Shasha D, Zhang K (1989) Simple fast algorithms for the editing distance between trees and related problems. SIAM J Comput 18(6): 1245-1262.
    • (1989) SIAM J Comput , vol.18 , Issue.6 , pp. 1245-1262
    • Shasha, D.1    Zhang, K.2
  • 23
    • 0001858630 scopus 로고    scopus 로고
    • A constrained edit distance between unordered labeled trees
    • Zhang K (1996) A constrained edit distance between unordered labeled trees. Algorithmica 15(3): 205-222.
    • (1996) Algorithmica , vol.15 , Issue.3 , pp. 205-222
    • Zhang, K.1
  • 26
    • 0027657540 scopus 로고
    • Computation of normalized edit distance and applications
    • Marzal A, Vidal E (1993) Computation of normalized edit distance and applications. IEEE Trans Pattern Anal Mach Intell 15(9): 926-932.
    • (1993) IEEE Trans Pattern Anal Mach Intell , vol.15 , Issue.9 , pp. 926-932
    • Marzal, A.1    Vidal, E.2
  • 29
    • 0001116877 scopus 로고
    • Binary codes capable of correcting deletions, insertions, and reversals
    • Levenshtein V (1966) Binary codes capable of correcting deletions, insertions, and reversals. Sov Phys Dokl 10(8): 707-710.
    • (1966) Sov Phys Dokl , vol.10 , Issue.8 , pp. 707-710
    • Levenshtein, V.1
  • 32
    • 50249095697 scopus 로고    scopus 로고
    • HMM-based graph edit distance for image indexing
    • Xiao B, Gao X, Tao D et al (2008) HMM-based graph edit distance for image indexing. Int J Imag Syst Tech 18(2-3): 209-218.
    • (2008) Int J Imag Syst Tech , vol.18 , Issue.2-3 , pp. 209-218
    • Xiao, B.1    Gao, X.2    Tao, D.3
  • 33
    • 45549097571 scopus 로고    scopus 로고
    • Image categorization: Graph edit distance + edge direction histogram
    • Gao X, Xiao B, Tao D et al (2008) Image categorization: graph edit distance + edge direction histogram. Pattern Recognit 47(10): 3179-3191.
    • (2008) Pattern Recognit , vol.47 , Issue.10 , pp. 3179-3191
    • Gao, X.1    Xiao, B.2    Tao, D.3
  • 34
    • 20444400788 scopus 로고    scopus 로고
    • Self-organizing maps for learning the edit costs in graph matching
    • Neuhaus M, Bunke H (2005) Self-organizing maps for learning the edit costs in graph matching. IEEE Trans Syst Man Cybern B Cybern 35(3): 503-514.
    • (2005) IEEE Trans Syst Man Cybern B Cybern , vol.35 , Issue.3 , pp. 503-514
    • Neuhaus, M.1    Bunke, H.2
  • 36
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • Dempster AP, Laird NM, Rubin DB (1977) Maximum likelihood from incomplete data via the EM algorithm. J R Stat Soc B 39(1): 1-38.
    • (1977) J R Stat Soc B , vol.39 , Issue.1 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 37
    • 34147120474 scopus 로고
    • A note on two problems in connexion with graphs
    • Dijkstra EW (1959) A note on two problems in connexion with graphs. Numer Math 1: 269-271.
    • (1959) Numer Math , vol.1 , pp. 269-271
    • Dijkstra, E.W.1
  • 40
    • 35248898733 scopus 로고    scopus 로고
    • Binary object extraction using bi-directional self-organizing neural network (BDSONN) architecture with fuzzy context sensitive thresholding
    • Bhattacharyya S, Dutta P, Maulik U (2007) Binary object extraction using bi-directional self-organizing neural network (BDSONN) architecture with fuzzy context sensitive thresholding. Pattern Anal Appl 10(4): 345-360.
    • (2007) Pattern Anal Appl , vol.10 , Issue.4 , pp. 345-360
    • Bhattacharyya, S.1    Dutta, P.2    Maulik, U.3
  • 42
    • 0035339250 scopus 로고    scopus 로고
    • A graph distance metric combining maximum common subgraph and minimum common supergraph
    • Fernández M-L, Valiente G (2001) A graph distance metric combining maximum common subgraph and minimum common supergraph. Pattern Recognit Lett 22(6-7): 753-758.
    • (2001) Pattern Recognit Lett , vol.22 , Issue.6-7 , pp. 753-758
    • Fernández, M.-L.1    Valiente, G.2
  • 43
    • 33748193035 scopus 로고    scopus 로고
    • A binary linear programming formulation of the graph edit distance
    • Justice D, Hero A (2006) A binary linear programming formulation of the graph edit distance. IEEE Trans Pattern Anal Mach Intell 28(8): 1200-1214.
    • (2006) IEEE Trans Pattern Anal Mach Intell , vol.28 , Issue.8 , pp. 1200-1214
    • Justice, D.1    Hero, A.2
  • 45
    • 84941155240 scopus 로고
    • Well-separated clusters and optimal fuzzy partitions
    • Dunn JC (1974) Well-separated clusters and optimal fuzzy partitions. J Cybern 4: 95-104.
    • (1974) J Cybern , vol.4 , pp. 95-104
    • Dunn, J.C.1
  • 46
    • 85004899658 scopus 로고
    • Quadratic assignment as a general data analysis strategy
    • Hubert LJ, Schultz JV (1976) Quadratic assignment as a general data analysis strategy. Br J Math Stat Psychol 29: 190-241.
    • (1976) Br J Math Stat Psychol , vol.29 , pp. 190-241
    • Hubert, L.J.1    Schultz, J.V.2
  • 47
    • 34248978779 scopus 로고
    • Measures of association for cross classification
    • Goodman LA, Kruskal WH (1954) Measures of association for cross classification. J Am Stat Assoc 49: 732-764.
    • (1954) J Am Stat Assoc , vol.49 , pp. 732-764
    • Goodman, L.A.1    Kruskal, W.H.2
  • 48
    • 84972893020 scopus 로고
    • A dendrite method for cluster analysis
    • Calinski T, Harabasz J (1974) A dendrite method for cluster analysis. Commun Stat 3(1): 1-27.
    • (1974) Commun Stat , vol.3 , Issue.1 , pp. 1-27
    • Calinski, T.1    Harabasz, J.2
  • 49
    • 84950632109 scopus 로고
    • Objective criteria for the evaluation of clustering methods
    • Rand W (1971) Objective criteria for the evaluation of clustering methods. J Am Stat Assoc 66(336): 846-850.
    • (1971) J Am Stat Assoc , vol.66 , Issue.336 , pp. 846-850
    • Rand, W.1
  • 51
    • 84945923591 scopus 로고
    • A method for comparing two hierarchical clusterings
    • Fowlkes EB, Mallows CL (1983) A method for comparing two hierarchical clusterings. J Am Stat Assoc 78: 553-584.
    • (1983) J Am Stat Assoc , vol.78 , pp. 553-584
    • Fowlkes, E.B.1    Mallows, C.L.2
  • 53
    • 50549093573 scopus 로고    scopus 로고
    • On the k-NN performance in a challenging scenario of imbalance and overlapping
    • García V, Mollineda RA, Sánchez JS (2008) On the k-NN performance in a challenging scenario of imbalance and overlapping. Pattern Anal Appl 11(3-4): 269-280.
    • (2008) Pattern Anal Appl , vol.11 , Issue.3-4 , pp. 269-280
    • García, V.1    Mollineda, R.A.2    Sánchez, J.S.3
  • 60
    • 27344438468 scopus 로고    scopus 로고
    • Graph matching and clustering using spectral partitions
    • Qiu HJ, Hancock ER (2006) Graph matching and clustering using spectral partitions. Pattern Recognit 39(1): 22-34.
    • (2006) Pattern Recognit , vol.39 , Issue.1 , pp. 22-34
    • Qiu, H.J.1    Hancock, E.R.2
  • 61
    • 18444373554 scopus 로고    scopus 로고
    • A survey on tree edit distance and related problems
    • Bille P (2005) A survey on tree edit distance and related problems. Theor Comput Sci 337(1-3): 217-239.
    • (2005) Theor Comput Sci , vol.337 , Issue.1-3 , pp. 217-239
    • Bille, P.1
  • 62
    • 33846221964 scopus 로고    scopus 로고
    • Discovering shape classes using tree edit-distance and pairwise clustering
    • Torsello A, Robles-Kelly A, Hancock ER (2007) Discovering shape classes using tree edit-distance and pairwise clustering. Int J Comput Vis 72(3): 259-285.
    • (2007) Int J Comput Vis , vol.72 , Issue.3 , pp. 259-285
    • Torsello, A.1    Robles-Kelly, A.2    Hancock, E.R.3
  • 63
    • 0037408246 scopus 로고    scopus 로고
    • Computing approximate tree edit distance using relaxation labeling
    • Torsello A, Hancock ER (2003) Computing approximate tree edit distance using relaxation labeling. Pattern Recognit Lett 24(8): 1089-1097.
    • (2003) Pattern Recognit Lett , vol.24 , Issue.8 , pp. 1089-1097
    • Torsello, A.1    Hancock, E.R.2
  • 64
    • 33846303830 scopus 로고    scopus 로고
    • Graph embedding using tree edit-union
    • Torsello A, Hancock ER (2007) Graph embedding using tree edit-union. Pattern Recognit 40(5): 1393-1405.
    • (2007) Pattern Recognit , vol.40 , Issue.5 , pp. 1393-1405
    • Torsello, A.1    Hancock, E.R.2
  • 66
    • 0033893388 scopus 로고    scopus 로고
    • Mean and maximum common subgraph of two graphs
    • Bunke H, Kandel A (2000) Mean and maximum common subgraph of two graphs. Pattern Recognit Lett 21(2): 163-168.
    • (2000) Pattern Recognit Lett , vol.21 , Issue.2 , pp. 163-168
    • Bunke, H.1    Kandel, A.2
  • 67
    • 73749086572 scopus 로고    scopus 로고
    • Vision and Autonomous Systems Center's Image Database
    • Vision and Autonomous Systems Center's Image Database. http://vasc.ri.cmu.edu//idb/html/motion/house/index.html.
  • 68
    • 73749085435 scopus 로고    scopus 로고
    • INRIA-MOVI houses
    • INRIA-MOVI houses. http://www.inria.fr/recherche/equipes/movi.en.html.
  • 70
    • 73749087431 scopus 로고    scopus 로고
    • Columbia Object Image Library
    • Columbia Object Image Library. http://www1.cs.columbia.edu/CAVE/software/softlib/coil-20.php.
  • 71
    • 33846221964 scopus 로고    scopus 로고
    • Discovering shape classes using tree edit-distance and pairwise clustering
    • Torsello A, Robles-Kelly A, Hancock ER (2007) Discovering shape classes using tree edit-distance and pairwise clustering. Int J Comput Vis 72(3): 259-285.
    • (2007) Int J Comput Vis , vol.72 , Issue.3 , pp. 259-285
    • Torsello, A.1    Robles-Kelly, A.2    Hancock, E.R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.