Skip to main content
Springer Nature Link
Log in

Aligning 3D Polygonal Models with Improved PCA

  • Conference paper
Interactive Technologies and Sociotechnical Systems (VSMM 2006)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4270))

Included in the following conference series:

  • 1358 Accesses

Abstract

PCA is a useful tool for pose normalization in 3D model retrieval, in this paper, we analyze its basic principle, point out its shortcoming and give our solution. Experiments show that our methods can enhance the robustness of PCA and align 3D models well.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Similar content being viewed by others

References

  1. Vranic, D.: 3D model retrieval. Technical University of Vienna, Ph. D. Dissertation (2004)

    Google Scholar 

  2. Vranic, D., Saupe, D., Richter, J.: Tools for 3D object retrieval: Karhunen-Loeve transform and spherical harmonics. In: Proceedings of the IEEE 2001 Workshop Multimedia Signal Processing, Cannes, France, January 2001, vol. 1, pp. 293–298 (2001)

    Google Scholar 

  3. Tangelder, J., Veltkamp, R.: Polyhedral model retrieval using weighted point sets. International Journal of Image and Graphics 3(1), 209–229 (2003)

    Article  Google Scholar 

  4. Ankerst, M., Kastenmüller, G., Kriegel, H.: 3D shape histograms for similarity search and classification in spatial databases. In: Güting, R.H., Papadias, D., Lochovsky, F.H. (eds.) SSD 1999. LNCS, vol. 1651, pp. 207–226. Springer, Heidelberg (1999)

    Chapter  Google Scholar 

  5. Osada, R., Funkhouser, T., Chazelle, B., Dobkin, D.: Shape distributions. ACM Trans. on Graphics 21(4), 807–832 (2002)

    Article  Google Scholar 

  6. Kazhdan, M., Chazelle, B., Dobkin, D., et al.: A reflective symmetry descriptor. In: Heyden, A., Sparr, G., Nielsen, M., Johansen, P. (eds.) ECCV 2002. LNCS, vol. 2351, pp. 642–656. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  7. Kazhdan, M., Chazelle, B., Dobkin, D., et al.: A reflective symmetry descriptor for 3D models. Algorithmica 38(1), 201–225 (2004)

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Department of Computer Science and Engineering, Shanghai Jiaotong University, Shanghai, 200240, P.R.China

    Liu Wei & He Yuanjun

Authors
  1. Liu Wei
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. He Yuanjun
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. Department of Machine Intelligence, Peking University, 100871, Beijing, China

    Hongbin Zha

  2. State Key Lab of CAD&CG, Zhejiang University, 310027, Hangzhou, China

    Zhigeng Pan

  3. Faculty of Creative Multimedia, Multimedia University, Kuala Lumpur, Malaysia

    Hal Thwaites

  4. World Heritage Centre, UNESCO, 7, Place de Fontenoy, F-75352, Paris, France

    Alonzo C. Addison

  5. IVHN, talian NRC, Roma, Italy

    Maurizio Forte

Rights and permissions

Reprints and permissions

Copyright information

© 2006 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Wei, L., Yuanjun, H. (2006). Aligning 3D Polygonal Models with Improved PCA. In: Zha, H., Pan, Z., Thwaites, H., Addison, A.C., Forte, M. (eds) Interactive Technologies and Sociotechnical Systems. VSMM 2006. Lecture Notes in Computer Science, vol 4270. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11890881_29

Download citation

  • DOI: https://doi.org/10.1007/11890881_29

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-46304-7

  • Online ISBN: 978-3-540-46305-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics