Skip to main content

Effects of Sampling Rate and Pose Error on Volume Reconstruction by Space Carving

  • Conference paper
  • First Online:
Advances in Multimedia Information Processing — PCM 2001 (PCM 2001)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2195))

Included in the following conference series:

  • 793 Accesses

Abstract

Effects of sampling rate and pose error on silhoutter-based volume reconstruction are addressed in this paper. An account of importance of choosing silhoutte samples (viewpoint distribution) is given. A new viewpoint distribution method is introduced and its performance is compared to a traditional method empirically. We also investigate effects of sampling rate variation and different levels of pose error on silhoutter-based reconstruction quality. We observed that in presence of considerable pose error, increase of sampling rate cannot enhance reconstruction quality. We also observed that reconstruction process in higher sampling rates is more sensitive to pose error.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Reference

  1. A. Nasiri Avanaki, B. Hamidzadeh, and F. Kossentini, “Multi-objective retrieval of object pose from video,” in Proc. of IEEE Conf. on Tools with Articial Intelligence, November 2000, pp. 242–249.

    Google Scholar 

  2. M. Levoy and P. Hanrahan, “light field rendering,” in Computer Graphics Proceeding, 1996, pp. 31–42.

    Google Scholar 

  3. A. C. Chan and H.-Y. Shum, “A spectral analysis for light field rendering,” in Proc. of International Conf. on Image Processing, September 2000, vol. 2, pp. 25–28.

    Google Scholar 

  4. Z. Lin and H.Y-. Shum, “On the number of samples needed in light field rendering with constant-depth assumption,” in Proceedings of Computer Vision and Pattern Recognition, June 2000, pp. 588–595.

    Google Scholar 

  5. W. Niem and M. Steinmetz, “Camera viewpoint control for the automatic reconstruction of 3d objects,” in Proc. of INternational Conf. on Image Processing, 1996, pp. 655–658.

    Google Scholar 

  6. A. Laurentini, “The Visual hull concept for silhouette-based image understanding,” IEEE Trans. on Pattern Recognition and Machine Intelligence, vol. 16, no. 2, pp. 150–162, 1994.

    Article  Google Scholar 

  7. E. E. Hemayed and A. A. Farag, “Object modeling using space carving,” in Proc. of International Conf. on Image Processing, September 2000, vol. 2, pp. 760–763.

    Google Scholar 

  8. R. Szeliski, “Rapid octree construction from image sequences,” CVGIP: Image Understanding, vol. 58, no. 1 pp. 23–32, 1993.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2001 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Avanaki, A.N., Hamidzadeh, B., Kossentini, F. (2001). Effects of Sampling Rate and Pose Error on Volume Reconstruction by Space Carving. In: Shum, HY., Liao, M., Chang, SF. (eds) Advances in Multimedia Information Processing — PCM 2001. PCM 2001. Lecture Notes in Computer Science, vol 2195. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45453-5_142

Download citation

  • DOI: https://doi.org/10.1007/3-540-45453-5_142

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-42680-6

  • Online ISBN: 978-3-540-45453-3

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics