Abstract
3D model retrieval is an important part of multimedia retrieval. However, the performance of traditional retrieval method of text-based and content-based is not satisfying because the keyword and the shape feature do not include the semantic information of the 3D models. The paper explores an ontology and SWRL-based 3D model retrieval system Onto3D. It can infer 3D models’ semantic property by rule engine and retrieve the target models by ontology. The experiments on Princeton Shape Benchmark show that Onto3D achieves good performance not only in text retrieval but also in shape retrieval.
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References
Iyer, N., Lou, K., Janyanti, S., et al.: Three Dimensional Shape Searching: State-of-the-art Review and Future Trends. J. Computer-Aided Design 37(5), 509–530 (2005)
Yubin, Y., Hui, L., Qing, Z.: Content-Based 3D Model Retrieval: A Surver. Chinese journal of computers 27(10), 1297–1310 (2004)
Zhao, R., Grosky, W.I.: Negotiating the semantic gap: from feature maps to semantic landscapes. J. Pattern Recognition. 35(3), 51–58 (2002)
Shilane, P., Min, P., Kazhdan, M., Funkhouser, T.: The Princeton Shape Benchmark. In: Proceedings of the Shape Modeling International 2004 (SMI 2004), Genova, Italy, pp. 388–399 (2004)
Felbaum, C.: WordNet: an Electronic Lexical Database. MIT Press, Cambridge (1998)
OWL Web Ontology Language Guide, http://www.w3.org/TR/2004/REC-owl-guide-20040210/
SWRL: A Semantic Web Rule Language Combining OWL and RuleML, http://www.daml.org/rules/proposal/
Chenyang, C., Jiaoying, S.: Analysis of Feature Extraction in 3D Model Retrieval. Journal of computer-aided design & computer graphics 16(7), 882–889 (2004)
Heczko, M., Keim, D., Saupe, D., Vranic, D.: Methods for similarity search on 3D databases (in German). Datenbank-Spektrum 2(2), 54–63 (2002)
Pelleg, D., Moore, A.: X-means: Extending K-means with efficient estimation of the number of clusters. In: Proc. 17th ICML, Stanford University, pp. 89–97 (2000)
Carroll, J.J., et al.: Jena: implementing the semantic web recommendations. In: Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters, pp. 74–83. ACM Press, New York (2004)
SPARQL Query Language for RDF, http://www.w3.org/TR/2006/WD-rdf-sparql-query-20061004/
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© 2008 Springer-Verlag Berlin Heidelberg
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Wang, X., Lv, T., Wang, S., Wang, Z. (2008). An Ontology and SWRL Based 3D Model Retrieval System. In: Li, H., Liu, T., Ma, WY., Sakai, T., Wong, KF., Zhou, G. (eds) Information Retrieval Technology. AIRS 2008. Lecture Notes in Computer Science, vol 4993. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-68636-1_32
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DOI: https://doi.org/10.1007/978-3-540-68636-1_32
Publisher Name: Springer, Berlin, Heidelberg
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