3D CAD Model Retrieval Based on Feature Fusion

Qiang Chen; Yong Mei  Yu

doi:10.4028/www.scientific.net/AMR.765-767.316

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 765-7673D CAD Model Retrieval Based on Feature Fusion

3D CAD Model Retrieval Based on Feature Fusion

Abstract:

Existing 3D model retrieval techniques focus on the global feature more than local detailed feature are not applicable to 3D CAD models. This paper combines the local feature and global feature to satisfy the needs of mechanical design. We first analyze the limitations of Shape Description (SD) algorithm. Then propose an automatic feature extraction technology based on the local characteristics of the curvature distribution. Next we fuse the extracted feature using a novel method. Lastly, we design an improved K-nearest neighbor algorithm to retrieve models. Experimental results indicate the efficiency and feasibility of the proposed method.

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Periodical:

Advanced Materials Research (Volumes 765-767)

Pages:

316-319

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.765-767.316

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Online since:

September 2013

Authors:

Qiang Chen, Yong Mei Yu

Keywords:

3D CAD Retrieval, Curvature Distribution, Feature Fusion, kNN, Shape Distribution

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References

[1] Bustos, Benjamin; Schreck, Tobias; Walter, Michael. Improving 3D similarity search by enhancing and combining 3D descriptors, . Multimedia Tools and Applications, Vol 58, no. 1, (2012), pp.81-108.

DOI: 10.1007/s11042-010-0689-6

Google Scholar

[2] Osada R, Funkhouser T, Chazelle B. Shape distributions, . ACM Transactions on Graphics, Vol 21, no 4, (2002), pp.807-832.

DOI: 10.1145/571647.571648

Google Scholar

[3] Hongshen Wang, Shusheng Zhang, Xiaoliang Bai. 3D CAD Surface Model Retrieval Algorithm Based on Distance and Curvature Distributions,. Journal of Computer-Aided Design & Computer Graphics, Vol 22, no 5, (2010), pp.762-770, (In Chinese).

DOI: 10.3724/sp.j.1089.2010.10684

Google Scholar

[4] Kaixing Zhang, Shusheng Zhang, Liang Li. A Method of 3D CAD Model Retrieval Based on Ant Colony Algorithm,. Journal of Computer-Aided Design & Computer Graphics, no 4, (2011), pp.633-639(In Chinese).

DOI: 10.3724/sp.j.1089.2010.10684

Google Scholar

[5] ESB LIB on https: /engineering. purdue. edu/cdesign/wp/?page_id=1386.

Google Scholar