An evaluation of local shape descriptors for 3D shape retrieval

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8290, Issue , 2012, Pages

  Tang, Sarah ^a   Godil, Afzal ^b  

^a PRINCETON UNIVERSITY   (United States)

^b NATIONAL INSTITUTE OF STANDARDS AND TECHNOLOGY   (United States)

Author keywords

3D shape retrieval; Bag of words algorithm; Local descriptor

Indexed keywords

3D MODELS; 3D SHAPE RETRIEVAL; BAG OF WORDS; DATA SETS; DESCRIPTORS; LOCAL DESCRIPTORS; LOCAL SHAPE; NON-RIGID; NUMBER OF SAMPLES; RANDOM SELECTION; SALIENT POINT DETECTIONS; SAMPLE POINT; SHAPE DESCRIPTORS; SHAPE RETRIEVAL;

ALGORITHMS; DATA PROCESSING; IMAGE PROCESSING;

THREE DIMENSIONAL;

EID: 84861958992     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.912153     Document Type: Conference Paper

References (29)

1. Zhang, C. and Chen, T., "Efficient feature extraction For 2D/3D objects in Mesh Representation," In Proceedings of ICIP (3) '2001. pp.935-938.
2. Osada, R., Funkhouser, T., Chazelle, B. and Dobkin, D., "Shape distributions," ACM Trans. Graph., vol. 21, pp. 807-832, 2002.
3. Corney, J., Rea, H., Clark, D., Pritchard, J., Breaks, M. and Macleod, R., "Coarse filters for shape matching," Computer Graphics and Applications, IEEE, vol. 22, pp. 65-74, 2002.
4. Chen, D-Y., Tian, X-P., Shen, Y-T. and Ouhyoung, M., "On Visual Similarity Based 3D Model Retrieval," Computer Graphics Forum (EUROGRAPHICS'03), vol. 22, pp. 223-232, Sept. 2003 2003.
5. Ohbuchi, R., Osada, K., Furuya, T. and Banno, T., "Salient local visual features for shape-based 3D model retrieval," in Shape Modeling and Applications, 2008. SMI 2008. IEEE International Conference on, 2008, pp. 93-102.
6. Lian, Z., Godil, A. and Sun, X., "Visual Similarity Based 3D Shape Retrieval Using Bag-of-Features," presented at the IEEE Proceedings of the 2010 Shape Modeling International Conference, 2010.
7. Shan, Y., Sawhney, H.S., Matei, B. and Kumar, R., "Shapeme Histogram Projection and Matching for Partial Object Recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, p. 568, 2006.
8. Liu, Y., Zha, H. and Qin, H., "Shape Topics: A Compact Representation and New Algorithms for 3D Partial Shape Retrieval," in Computer Vision and Pattern Recognition, 2006 IEEE Computer Society Conference on, 2006, pp. 2025-2032.
9. Johnson, A. E. and Hebert, M., "Using Spin Images for Efficient Object Recognition in Cluttered 3D Scenes," IEEE Trans. Pattern Anal. Mach. Intell., vol. 21, pp. 433-449, 1999.
10. Toldo, R., Castellani, U. and Fusiello, A., "Visual Vocabulary Signature for 3D Object Retrieval and Partial Matching," presented at the Eurographics Workshop on 3D Object Retrieval (3DOR'09), 2009.
11. Lavoué, G., "Bag of words and local spectral descriptor for 3D partial shape retrieval," presented at the Eurographics Workshop on 3D Object Retrieval (3DOR'11), 2011.
12. Koenderink, J. and van Doorn, A., "Surface shape and curvature scales," Image and Vision Computing, vol. 10, pp. 557-564, 1992.
13. Sun, J., Ovsjanikov, M. and Guibas, L., "A concise and provably informative multi-scale signature based on heat diffusion," presented at the Proceedings of the Symposium on Geometry Processing, Berlin, Germany, 2009.
14. Gal, R., Shamir, A. and Cohen-Or, D., "Pose-Oblivious Shape Signature," IEEE Transactions on Visualization and Computer Graphics, vol. 13, pp. 261-271, 2007.
15. Sipiran, I. and Bustos, B., "A robust 3D interest points detector based on Harris operator," presented at the Proc. Eurographics Workshop on 3D Object Retrieval (3DOR'10), 2010.
16. Lee, C., Varshney, A., and Jacobs, D., "Mesh saliency," in SIGGRAPH '05: ACM SIGGRAPH 2005 Papers, pp. 659-666, 2005.
17. Castellani, U., Cristani, M., Fantoni, S. and Murino, V., "Sparse points matching by combining 3D mesh saliency with statistical descriptors," Computer Graphics Forum, vol. 27, pp. 643-652, 2008.
18. Gelfand, N., Mitra, N., Guibas, L. and Pottmann, H., "Robust Global Registration," in Symposium on Geometry Processing, 2005.
19. Tangelder, J. W. H., and Veltkamp, R. C., "A survey of content based 3D shape retrieval methods, in Proceedings of Shape Modeling Applications, 2004, 2004, pp. 145-156.
20. Heider, P., Pierre, A., Li, R., and Grimm, C., "Local shape descriptors, a survey and evaluation," presented at the Eurographics Workshop on 3D Object Retrieval (3DOR'11), 2011.
21. Dutagaci, H., Cheung, C. and Godil, A., "Evaluation of 3D Interest Point Detection Techniques," presented at the Eurographics Workshop on 3D Object Retrieval (3DOR'11), 2011, pp. 57-64.
22. Xiaolan, L. and Godil, A., "Exploring the Bag-of-Words method for 3D shape retrieval," in Image Processing (ICIP), 2009 16th IEEE International Conference on, 2009, pp. 437-440.
23. Vedaldi, A. and Fulkerson, B., VLFeat. Available: http://www.vlfeat.org/
24. Grimm, C., Manifold mesh processing. Available: http://sourceforge.net/ projects/meshprocessing/
25. Fantoni, S., MeshTool. Available: http://profs.sci.univr.it/~castella/ research.html
26. Sipiran, I. and Bustos, R., Harris 3D - Detecting interest points on 3D Meshes. Available: http://www.dcc.uchile.cl/~isipiran/harris3D.html
27. SHREC 2011 - Shape Retrieval Contest of Non-rigid 3D Watertight Meshes. Available: http://www.itl.nist.gov/iad/vug/sharp/contest/2011/NonRigid/
28. Shilane, P., Min, P., Kazhdan, M. and Funkhouser, T., "The Princeton Shape Benchmark," in SMI '04: Proceedings of the Shape Modeling International 2004, pp. 167-178, 2004
29. The Princeton Shape Benchmark. Available: http://shape.cs.princeton.edu/ benchmark/