A comparative study on attributed relational graph matching algorithms for perceptual 3-d shape descriptor in MPEG-7

ACM Multimedia 2004 - proceedings of the 12th ACM International Conference on Multimedia

Volumn , Issue , 2004, Pages 700-707

  Kim, Duck Hoon ^a   Yun, Ii Dong ^b   Lee, Sang Uk ^a  

^a Seoul National University   (South Korea)

^b Hankuk University of Foreign Studies   (South Korea)

Author keywords

Attributed relational graph generation and matching; Mpeg 7; Perceptual 3 D shape descriptor; Performance evaluation

Indexed keywords

COMPUTATIONAL COMPLEXITY; COMPUTER VISION; CONTENT BASED RETRIEVAL; DATABASE SYSTEMS; EIGENVALUES AND EIGENFUNCTIONS; GRAPH THEORY; OBJECT RECOGNITION;

ATTRIBUTED RELATIONAL GRAPH GENERATION AND MATCHING; MPEG-7; PERCEPTUAL 3-D SHAPE DESCRIPTORS; PERFORMANCE EVALUATION;

ALGORITHMS;

EID: 13444287760     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (44)

1. http://shape.cs.princeton.edu/search.html.
2. H. Blum. A transformation for extracting new descriptors of shape. In Proceedings of Models for the Perception of Speech and Visual Form, pages 362-380. MIT Press, November 1967.
3. M. Bober. Description of mpeg-7 visual core experiments. ISO/IEC JTC1/SC29/WG11 N5411, December 2002.
4. W. J. Christmas, J. Kittler, and M. Petrou. Structural matching in computer vision using probabilistic relaxation. IEEE Trans. Pattern Analysis and Machine Intelligence, 17(8):749-764, August 1995.
5. F. R. K. Chung. Spectral Graph Theory. American Mathematical Society, 1997.
6. D. Cvetković, P. Rowlinson, and S. Simić. Eigenspaces of Graphs. Cambridge University Press, 1997.
7. S. Gold and A. Rangarajan. A graduated assignment algorithm for graph matching. IEEE Trans. Pattern Analysis and Machine Intelligence, 18(4):377-388, April 1996.
8. M. Hilaga, Y. Shinagawa, T. Kohmura, and T. L. Kunii. Topology matching for fully automatic similarity estimation of 3d shapes. In Proceedings of SIGGRAPH 2001, pages 203-212. ACM SIGGRAPH, August 2001.
9. R. A. Hummel and S. W. Zucker. On the foundations of relaxation labeling process. IEEE Trans. Systems, Man, and Cybernetics, 5(3):267-286, May 1983.
10. T. Igarashi, S. Matsuoka, and H. Tanaka. Teddy: A sketching interface for 3d freeform design. In Proceedings of SIGGRAPH 99, pages 409-416. ACM SIGGRAPH, August 1999.
11. O. Karpenko, J. F. Hughes, and R. Raskar. Free-form sketching with variational implicit surfaces. In Proceedings of EUROGRAPHICS 2002, pages 585-594. EUROGRAPHICS, September 2002.
12. S. Katz and A. Tal. Hierarchical mesh decomposition using fuzzy clustering and cuts. ACM Trans. Graphics, 22(3):954-961, July 2003.
13. D. H. Kim, I. D. Yun, and S. U. Lee. A new shape decomposition scheme for graph-based representation. Submitted to Pattern Recognition.
14. D. H. Kim, I. D. Yun, and S. U. Lee. A new attributed relational graph matching algorithm using the nested structure of earth movers distance, to appear in ICPR 2004, August 2004.
15. S. Z. Li. Matching: Invariant to translations, rotations and scale changes. Pattern Recognition, 25(6):583-594, June 1992.
16. A. P. Mangan and R. T. Whitaker. Partitioning 3d surface meshes using watershed segmentation. IEEE Trans. Visualization and Computer Graphics, 5(4):308-321, October 1999.
17. B. S. Manjunath, P. Salembier, and T. Sikora. Introduction to MPEG-7. John Wiley & Sons, 2002.
18. D. McWherter, M. Peabody, W. C. Regli, and A. Shokoufandeh. An approach to indexing databases of graphs. Technical report, Drexel University, September 2001.
19. B. T. Messmer and H. Bunke. A new algorithm for error-tolerant subgraph isomorphism detection. IEEE Trans. Pattern Analysis and Machine Intelligence, 20(5):493-504, May 1998.
20. N. J. Nilsson. Principles of Artificial Intelligence. Tioga, Palo Alto, 1980.
21. M. Pelillo. A unifying framework for relational structure matching. In Proceedings of ICPR 98, pages 1316-1319. IAPR, January 1998.
22. M. Pelillo, K. Siddiqi, and S. Zucker. Matching hierarchical structures using association graphs. IEEE Trans. Pattern Analysis and Machine Intelligence, 21(11):1105-1120, November 1999.
23. A. P. Pentland. Recognition by parts. In Proceedings of ICCV 87, pages 612-620. IEEE Computer Society, June 1987.
24. A. Rosenfeld, R. Hummel, and S. Zucker. Scene labeling by relaxation operations. IEEE Trans. Systems, Man, and Cybernetics, 6(6):420-433, June 1976.
25. Y. Rubner, C. Tomasi, and L. J. Guibas. The earth mover's distance as a metric for image retrieval. International Journal of Computer Vision, 40(2):99-121, February 2000.
26. A. Sanfeliu and K. S. Fu. A distance measure between attributed relational graphs for pattern recognition. IEEE Trans. Systems, Man, and Cybernetics, 13(3):353-363, May 1983.
27. T. B. Sebastian, P. N. Klien, and B. B. Kimia. Recognition of shapes by editing their shock graphs, IEEE Trans. Pattern Analysis and Machine Intelligence, 26(5):550-571, May 2004.
28. D. Sharvit, J. Chan, H. Tek, and B. B. Kimia. Symmetry-based indexing of image databases. Journal of Visual Communication and Image Representation, 9(4):366-380, December 1998.
29. P. Shilane, P. Min, M. Kazhdan, and T. Funkhouser. The princeton shape benchmark. In Proceedings of SMI2004, pages 167-178. IEEE Computer Society, June 2004.
30. A. Shokoufandeh and S. Dickinson. Applications of bipartite matching to problems in object recognition. In Proceedings of ICCV Workshop on GACV. IEEE Computer Society, September 1999.
31. K. Siddiqi and B. B. Kimia. A shock grammar for recognition. In Proceedings of CVPR 96, pages 507-513. IEEE Computer Society, June 1996.
32. K. Siddiqi, A. Shokoufandeh, S. Dickinson, and S. Zucker. Shock graphs and shape matching. International Journal of Computer Vision, 35(1):13-32, November 1999.
33. H. Sundar, D. Silver, N. Gagvani, and S. Dickinson. Skeleton based shape matching and retrieval. In Proceedings of SMI 2009, pages 130-139. IEEE Computer Society, May 2003.
34. S. Svensson and G. S. di Baja. Using distance transforms to decompose 3d discrete objects. Image and Vision Computing, 20(8):529-540, June 2002.
35. J. W. H. Tangelder and R. C. Veltkamp. A survey of content based 3d shape retrieval methods. In Proceedings of SMI 2004, pages 145-156. IEEE Computer Society, June 2004.
36. W. H. Tsai and K. S. Fu. Error-correcting isomorphisms of attributed relational graphs for pattern recognition. IEEE Trans. Systems, Man, and Cybernetics, 9:757-768, 1979.
37. W. H. Tsai and K. S. Pu. Subgraph error-correcting isomorphisms for syntactic pattern recognition. IEEE Trans. Systems, Man, and Cybernetics, 13(1):48-62, January 1983.
38. J. R. Ullman. An algorithm for subgraph isomorphism. Journal of the ACM, 23(1):31-42, January 1976.
39. S. Ullman. High Level Vision. MIT Press, 1997.
40. S. Umeyama. An eigendecomposition apparoch to weighted graph matching problems. IEEE Trans. Pattern Analysis and Machine Intelligence, 10(5):695-703, September 1988.
41. J. Vleugels and R. C. Veltkamp. Efficient image retrieval through vantage objects. Pattern Recognition, 35(1):69-80, January 2002.
42. L. Xu and I. King. A pea approach for fast retrieval of structural patterns in attributed graphs. IEEE Trans. Systems, Man, and Cybernetics-Part B: Cybernetics, 31(5):812-817, October 2001.
43. A. Yamada and S. K. Kim. Wd 1.0 of mpeg-7 new visual extensions. ISO/IEC JTC1/SC29/WG11 N6367, March 2004.
44. E. Zuckerberger, A. Tal, and S. Shlafman. Polyhedral surface decomposition with applications. Computers and Graphics, 26(5):733-743, October 2002.