Skip to main content

Detection of Closed Sharp Feature Lines in Point Clouds for Reverse Engineering Applications

  • Conference paper
Geometric Modeling and Processing - GMP 2006 (GMP 2006)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 4077))

Included in the following conference series:

Abstract

The reconstruction of a surface model from a point cloud is an important task in the reverse engineering of industrial parts. We aim at constructing a curve network on the point cloud that will define the border of the various surface patches. In this paper, we present an algorithm to extract closed sharp feature lines, which is necessary to create such a closed curve network. We use a first order segmentation to extract candidate feature points and process them as a graph to recover the sharp feature lines. To this end, a minimum spanning tree is constructed and afterwards a reconnection procedure closes the lines. The algorithm is fast and gives good results for real-world point sets from industrial applications.

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 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
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.

References

  1. Gumhold, S., Wang, X., MacLeod, R.: Feature Extraction from Point Clouds. In: Proceedings of the 10th International Meshing Roundtable, pp. 293–305 (2001)

    Google Scholar 

  2. Watanabe, K., Belyaev, A.G.: Detection of Salient Curvature Features on Polygonal Surfaces. Computer Graphics Forum 20(3), 385–392 (2001)

    Article  Google Scholar 

  3. Volodine, T., Vanderstraeten, D., Roose, D.: Smoothing of meshes and point clouds using weighted geometry-aware bases. Department of Computer Science, K.U. Leuven, Belgium, Report TW 451 (2006)

    Google Scholar 

  4. Demarsin, K., Vanderstraeten, D., Volodine, T., Roose, D.: Detection of closed sharp feature lines in point clouds for reverse engineering applications. Department of Computer Science, K.U. Leuven, Belgium, Report TW 458 (2006)

    Google Scholar 

  5. Pauly, M., Keiser, R., Gross, M.H.: Multi-scale Feature Extraction on Point-sampled Surfaces. Comput. Graph. Forum 22(3), 281–290 (2003)

    Article  Google Scholar 

  6. Ohtake, Y., Belyaev, A., Seidel, H.-P.: Ridge-Valley Lines on Meshes via Implicit Surface Fitting. In: SIGGRAPH, pp. 609–612 (2004)

    Google Scholar 

  7. Ohtake, Y., Belyaev, A.: Automatic Detection of Geodesic Ridges and Ravines on Polygonal Surfaces. The Journal of Three Dimensional Images 15(1), 127–132 (2001)

    Google Scholar 

  8. Hildebrandt, K., Polthier, K., Wardetzky, M.: Smooth Feature Lines on Surface Meshes. In: Symposium on Geometry Processing, pp. 85–90 (2005)

    Google Scholar 

  9. Vanco, M., Brunnett, G., Schreiber, T.: A Direct Approach Towards Automatic Surface Segmentation of Unorganized 3D Points. In: Proceedings Spring Conference on Computer Graphics, pp. 185–194 (2000)

    Google Scholar 

  10. Vanco, M., Brunnett, G.: Direct Segmentation for Reverse Engineering. In: Proceedings International Symposium on Cyber Worlds, pp. 24–37 (2002)

    Google Scholar 

  11. Vanco, M., Brunnett, G.: Direct Segmentation of Algebraic Models for Reverse Engineering. Computing 72(1-2), 207–220 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  12. Floater, M.S., Reimers, M.: Meshless parameterization and surface reconstruction. Computer Aided Geometric Design 18(2), 77–92 (2001)

    Article  MATH  MathSciNet  Google Scholar 

  13. Hormann, K.: Theory and Applications of Parameterizing Triangulations. PhD thesis, Department of Computer Science, University of Erlangen (2001)

    Google Scholar 

  14. Stylianou, G., Farin, G.: Crest lines extraction from 3D triangulated meshes. Hierarchical and Geometrical Methods in Scientific Visualization, 269–281 (2003)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2006 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Demarsin, K., Vanderstraeten, D., Volodine, T., Roose, D. (2006). Detection of Closed Sharp Feature Lines in Point Clouds for Reverse Engineering Applications. In: Kim, MS., Shimada, K. (eds) Geometric Modeling and Processing - GMP 2006. GMP 2006. Lecture Notes in Computer Science, vol 4077. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11802914_42

Download citation

  • DOI: https://doi.org/10.1007/11802914_42

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-36711-6

  • Online ISBN: 978-3-540-36865-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics