Robust 3D shape correspondence in the spectral domain

Proceedings - IEEE International Conference on Shape Modeling and Applications 2006, SMI 2006

Volumn 2006, Issue , 2006, Pages 19-

  Jain, Varun ^a   Zhang, Hao ^a  

^a SIMON FRASER UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL GEOMETRY; COMPUTATIONAL METHODS; INVARIANCE; ITERATIVE METHODS; MATHEMATICAL TRANSFORMATIONS; THREE DIMENSIONAL COMPUTER GRAPHICS;

GEODESIC POINTS; SHAPE BENDING; SHAPE DESCRIPTORS; SPECTRAL METHODS;

PATTERN RECOGNITION;

EID: 33845422122     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SMI.2006.31     Document Type: Conference Paper

References (35)

1. M. Alexa, "Recent Advances in Mesh Morphing," Computer Graphics Forum, Vol. 21, No. 2, pp. 173-196, 2002.
2. D. Anguelov, P. Srinivasan, D. Koller, S. Thrun, H. Pang and J. Davis, "The Correlated Correspondence Algorithm for Unsupervised Registration of Nonrigid Surfaces," NIPS, 2004.
3. S. Belongie, J. Malik, and J. Puzicha, "Shape Matching and Object Recognition Using Shape Contexts," IEEE Trans. on PAMI, Vol. 24, No. 24, pp. 509-523, 2002.
4. P. J. Besl and N. D. Mckay, "A Method for Registration of 3-D Shapes," IEEE Trans. on PAMI, Vol. 14, No. 2, pp. 239-256, 1992.
5. T. Caelli and S. Kosinov, "An Eigenspace Projection Clustering Method for Inexact Graph Matching," IEEE Trans. on PAMI, Vol. 26, No. 4, pp. 515-519, 2004.
6. H. Chui and A. Rangarajan, "A new point matching algorithm for non-rigid registration," Computer Vision and Image Understanding, 89:114-141, 2003
7. M. Carcassoni and E. R. Hancock, "Spectral Correspondence for Point Pattern Matching," Pattern Recognition, Vol. 36, pp. 193-204, 2003.
8. M. Carcassoni and E. R. Hancock, "Correspondence Matching with Modal Clusters," IEEE Trans. on PAMI, Vol. 25, No. 12, pp. 1609-1615, 2003.
9. C. Eckart and G. Young, "The Approximation of One Matrix by Another of Lower Rank," Psychometrika, Vol. 1, pp. 211-218, 1936.
10. A. Elad and R. Kimmel, "On Bending Invariant Signatures for Surfaces," IEEE Trans. on PAMI, Vol. 25, No. 10, pp. 1285-1295, 2003.
11. C. Fowlkes, S. Belongie, F. Chung, and J. Malik, "Spectral Grouping Using the Nyström Method," IEEE Trans. on PAMI, Vol. 26, No. 2, pp. 214-225, 2004.
12. M. Garland, QSlim Simplification Software - qslim 2.1, http://graphics.cs.uiuc.edu/garland/software/qslim.html.
13. T. Gatzke, C. Grimm, M. Garland and S. Zelinka, "Curvature Maps for Local Shape Comparison," in Proc. Shape Modeling International, 2005.
14. N. Gelfand, N. Mitra, L. Guibas, H. Pottmann, "Robust Global Registration," SGP, 2005.
15. G. H. Golub and C. F. Van Loan, Matrix Computations, John Hopkins University Press, 1996.
16. C. Gotsman, X. Gu, and A. Sheffer, "Fundamentals of Spherical Parameterization for 3D meshes," ACM Transaction on Graphics, Vol. 22, No. 3, pp. 358-363, 2003.
17. A. Johnson and M. Hebert, "Using Spin-Images for Efficient Multiple Model Recognition in Cluttered 3-D Scenes," IEEE Trans. on PAMI, pp. 433-449, 1999.
18. M. Körtgen, G-J. Park, M. Novotni, R. Klein, "3D Shape Matching with 3D Shape Contexts," Seventh Central European Seminar on Computer Graphics, 2003.
19. R. Kolluri, J. R. Shewchuk, and J. F. O'Brien, "Spectral surface reconstruction from noisy point clouds," Proc. of the 2004 Eurographics/ACM SIGGRAPH symposium on Geometry processing, pp. 11-21, 2004.
20. V. Kraevoy, A. Sheffer, and C. Gotsman, "Matchmaker: Constructing Constrained Texture Maps," ACM SIGGRAPH, pp. 326-333, 2003.
21. V. Kraevoy and A. Sheffer, "Cross-Parameterization and Compatible Remeshing of 3D Models," ACM SIGGRAPH, 2004.
22. R. Liu and H. Zhang, "Segmentation of 3D Meshes through Spectral Clustering," Proc. of Pacific Graphics, pp. 298-305, 2004.
23. X. Li, I. Guskov, "Multiscale Features for Approximate Alignment of Point-based Surfaces," SGP, 2005.
24. R. Liu, V. Jain, and H. Zhang, "Subsampling for Efficient Spectral Mesh Processing," Computer Graphics International June, 2006 (to appear).
25. K. Mikolajczyk and C. Schimid, "A Performance Evaluation of Local Descriptors," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 27, No. 10, pp. 1615-1630, 2005.
26. A. Y. Ng, M. I. Jordan, Y. Weiss, "On Spectral Clustering: Analysis and An Algorithm," in Advances in Neural Information Processing Systems 14, pp. 857-864, 2002.
27. E. Praun, W. Sweldens, and P. Schröder, "Consistent Mesh Parameterizations," ACM SIGGRAPH, pp. 179-184, 2001.
28. S. Rusinkiewicz and M. Levoy, "Efficient Variants of the ICP Algorithm," In The Third International Conference on 3-D Digital Imaging and Modeling, pp. 145-152, 2001.
29. J. Schreiner, A. Asirvatham, E. Praun, and H. Hoppe, "Inter-Surface mapping," ACM Trans. Graph., Vol. 23, No. 3, pp. 870-877, 2004.
30. G. Scott and H. Longuet-Higgins, "An Algorithm for Associating the Features of Two Patterns," Proc. Royal Soc. London, Vol. B244, 1991.
31. L. S. Shapiro and J. M. Brady, "Feature Based Correspondence: An Eigenvector Approach," Image and Vision Computing, Vol. 10, No. 5, pp. 283-288, 1992.
32. R. Sumner and J. Popovic, "Deformation Transfer for Triangle Meshes," ACM Transactions on Graphics, Vol. 23(3), 2004.
33. S. Umeyama, "An Eigen Decomposition Approach to Weighted Graph Matching Problems," IEEE Trans. on PAMI, Vol. 10, pp. 695-703, 1988.
34. R. Zayer, C. Rössl, Z. Karni and H.-P. Seidel, "Harmonic Guidance for Surface Deformation," Computer Graphics Forum (Proceedings of Eurographics), Vol. 24(3), pages 601-609, 2005.
35. T. Zinber, J. Schmidt and H. Niemann, "A Refined ICP Algorithm For Robust 3D Correspondence Estimation," in Proc. of International Conference on Image Processing, 2003.