Salient local visual features for shape-based 3D model retrieval

IEEE International Conference on Shape Modeling and Applications 2008, Proceedings, SMI

Volumn , Issue , 2008, Pages 93-102

  Ohbuchi, Ryutarou ^a,b   Osada, Kunio ^a,b   Furuya, Takahiko ^a,b   Banno, Tomohisa ^a,b  

^a UNIVERSITY OF YAMANASHI   (Japan)

^b NONE   (Japan)

Author keywords

Bag of features; Content based retrieval; Multi scale feature; Scale invariant feature transform

Indexed keywords

BENCHMARKING; CONTENT BASED RETRIEVAL; IMAGE RETRIEVAL; INFORMATION RETRIEVAL; MATHEMATICAL TRANSFORMATIONS;

BAG-OF-FEATURES; MULTI-SCALE FEATURE; SCALE INVARIANT FEATURE TRANSFORM; VISUAL FEATURES;

THREE DIMENSIONAL;

EID: 50949118470     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SMI.2008.4547955     Document Type: Conference Paper

References (41)

1. C. V. Akgül, B. Sankur, F. Shmitt, Y. Yemez, Multivariate Density-Based 3D Shape Descriptors, Proc. SMI'07, pp.3-12, (2007).
2. J. Assfalg, A. Del Bimbo, P. Pala, Retrieval of 3D Objects by Visual Simialarity, Proc. ACM MIR'04, pp. 77-83.
3. R. Baeza-Yates, B. Ribiero-Neto, Modern information retrieval, Addison-Wesley (1999).
4. S. Biasotti, S. Marini, M. Spagnuolo, B. Falcidieno, Sub-part correspondence by structural descriptors of 3D shapes, CAD, 38, pp.1002-1019, (2006).
5. D-Y. Chen, X.-P. Tian, Y-T. Shen, M. Ouh-young, On Visual Similarity Based 3D Model Retrieval, Computer Graphics Forum, 22(3), pp. 223-232, (2003).
6. G. Csurka, C.R. Dance, L. Fan, J. Willamowski, C. Bray, Visual Categorization with Bags of Keypoints, Proc. ECCV '04 workshop on Statistical Learning in Computer Vision, pp.59-74, (2004)
7. A. Elad, R. Kimmel, On bending invariant signatures for surfaces, IEEE Trans. on PAMI, 25(10), pp.1285-1295, (2003).
8. FastICA implementation, http://www.cis.hut.fi/projects/ica/ fastica.
9. R. Fergus, L. Fei-Fei, P. Perona, A. Zisserman, Learning object categories from Google's image search, Proc. ICCV'05, Vol. II, pp.1816-1823, (2005)
10. R. Gal, D. Cohen-Or, Salient Geometric Features for Partial Shape Matching and Similarity, ACM TOG, 25(1), pp. 130-150, (2006)
11. R. Gal, A. Shamir, D. Cohen-Or, Pose-Oblivious Shape Signature, IEEE Trans. Vis. Comp. Graph., 13(2), pp. 261-271, March/April 2007.
12. X. He, P. Niyogi: Locality Preserving Projections, Advances in Neural Information Processing Systems 16, Vancouver, Canada, 2003.
13. H. Hilaga, Y. Shinagawa, T. Komura, T. Kunii, Topology matching for fully automatic similarity estimation of 3D shapes, Proc. SIGGRAPH 2001, pp.201-212, (2001).
14. D. Huber, A. Kapuria, R. R. Donamukkala, M. Hubert, Parts-based 3-d object classification, Proc. IEEE CVPR 2004, II-82 - II-89 Vol.2, (2004)
15. M. Iyer, S. Jayanti, K. Lou, Y. Kalyanaraman, K. Ramani, Three Dimensional Shape Searching: State-of-the-art Review and Future Trends, Computer Aided Design, 5(15), pp. 509-530, (2005).
16. V. Jain, H. Zhang, Robust 3D Shape Correspondence in the Spectral Domain, Proc. SMI'06, pp.19-28, (2006).
17. V. Jain, H. Zhang, A spectral approach to shape-based retrieval of articulated 3D models, Computer Aided Design, 39, pp.298-407, (2007)
18. A. E. Johnson, M. Hebert, Using Spin-Images for efficient multiple model recognition in cluttered 3-D scenes, IEEE Trans. on Pattern Analysis and Machine Intelligence, 21(5), pp. 433-449, (1999).
19. M. Kazhdan, T. Funkhouser, S. Rusinkiewicz, Rotation Invariant Spherical Harmonics Representation of 3D Shape Descriptors, Proc. Symposium of Geometry Processing 2003, pp. 167-175 (2003).
20. Y. Ke, R. Sukthankar, PCA-SIFT: A more distinctive representation for local image descriptors, Proc. CVPR 2004.
21. Y. Liu, H. Zha, H. Qin, Shape Topics: A Compact Representation and New Algorithms for 3D Partial Shape Retrieval, Proc. CVPR 2006, Vol. II, pp. 2025-2032, (2006)
22. D.G. Lowe, Distinctive Image Features from Scale-Invariant Keypoints, Int'l Journal of Computer Vision, 60(2), Nov. 2004.
23. R. Osada, T. Funkhouser, Bernard Chazelle, and David Dobkin, Shape Distributions, ACM TOG, 21(4), pp. 807-832 (2002)
24. R. Ohbuchi, M. Nakazawa, T. Takei, Retrieving 3D Shapes Based On Their Appearance, Proc. ACM MIR 2003, pp. 39-46, (2003).
25. R. Ohbuchi, T. Minamitani, T. Takei, Shape-similarity search of 3D models by using enhanced shape functions, International Journal of Computer Applications in Technology (IJCAT), 23(3/4/5), pp. 70-85, 2005.
26. R. Ohbuchi's web page, http://www.kki.aymanashi.ac.jp/~ohbuchi/ research_index.html
27. R. Ohbuchi, A. Yamamoto, J. Kobayashi, Learning semantic categories for 3D Model Retrieval, Proc. ACM MIR 2007, pp. 31-40, (2007).
28. W. H. Press et al., Numerical Recipes in C-The Art of Scientific Programming, 2nd Ed., Cambridge University Press, Cambridge, UK, 1992.
29. J. Pu, K. Lou, K. Ramani, A 2D Sketch-Based User Interface for 3D CAD Model Retrieval, Computer Aided Design and Application, 2(6), pp.717-727, (2005).
30. P. Shilane, P. Min, M. Kazhdan, T. Funkhouser, The Princeton Shape Benchmark, Proc. SMI '04, pp. 167-178, (2004). http://shape.cs.princeton. edu/search.html
31. P. Shilane, T. Funkhouser, Distinctive Regions of 3D Surfaces, ACM Trans. Graphics, 26(2), (2007).
32. K. Siddiqi, J. Zhang, D. Macrini, A. Shokoufandeh, S. Bioux, and S. Dickinson, Retrieving Articulated 3-D Models Using Medial Surfaces, Machine Vision and Applications, Springer Online First as of September 2, 2007.
33. J. Sivic, A. Zisserman, Video Google: A text retrieval approach to object matching in Videos, Proc. ICCV 2003, Vol. 2, pp. 1470-1477, (2003)
34. A. Tal, E. Zuckerberger, Mesh retrieval by components, Proc. GRAPP 2006, pp. 142-149, (2006).
35. J. Tangelder, R. C. Veltkamp, A Survey of Content Based 3D Shape Retrieval Methods, Proc. SMI '04, pp. 145-156.
36. T. Tung, F. Schmitt, Augmented Reeb Graphs for Content-based Retrieval of 3D Mesh Models, Proc. SMI '04, pp.157-166, (2004).
37. A. Vedaldi, SIFT++ A lightweight C++ implementation of SIFT, http://vision.ucla.edu/~vedaldi/code/siftpp/siftpp.html
38. R. C. Veltkamp, et al., SHREC2006 3D Shape Retrieval Contest, Utrecht University Dept. Information and Computing Sciences Technical Report UU-CS-2006-030 (ISSN: 0924-3275)
39. R.C. Veltkamp, F.B. ter Harr, SHREC 2007 3D Shape Retrieval Contest, Dept of Info and Comp. Sci., Utrecht University, Technical Report UU-CS-2007-015.
40. D. Vraniæ, D. Saupe, J. Rchter, Tools for 3D-object retrieval: Karhunen-Loeve transform and spherical harmonics. Proc. IEEE 4th Workshop on Multimedia Signal Processing, pp.293-298, (2001)
41. D. V. Vraniæ, 3D Model Retrieval, Ph.D. Thesis, University of Leipzig, 2004. http://merkur01.inf.uni-konstanz.de/CCCC/