Skip to main content

Fusion of 3D Model and Uncalibrated Stereo Reconstruction

  • Conference paper
  • First Online:
Mendel 2015 (ICSC-MENDEL 2016)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 378))

Included in the following conference series:

Abstract

Paper is focused on fusion of topological 3D model and color pictures of the same scene. It is describing method designed for such fusion, based on registration of uncalibrated stereo reconstruction to 3D model. This registration removes the reconstruction ambiguity, thereby makes possible acquiring projection matrices of source cameras. Projection matrices are then used for mapping 3D model into images and coloring its points, during this process has to be checked visibility to separate points covered from camera viewpoint, which should not be colored. Real data experiment has been realized and the results are presented at the end of the paper.

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 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
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

References

  1. Hartley, R., Zisserman, A.: Multiple view geometry in computer vision, 2nd edn. Cambridge University Press, Cambridge (2003). ISBN:05-215-4051-8

    Google Scholar 

  2. Lowe, D.G.: Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vis. 60(2), 91–110 (2004)

    Google Scholar 

  3. Hirschmüller, H.: Stereo processing by semiglobal matching and mutual information. IEEE Trans. Pattern Anal. Mach. Intell. 30(2), 328–341 (2008)

    Google Scholar 

  4. Besl, P.J., McKay, N.D.: A method for registration of 3-D shapes. IEEE Trans. Pattern Anal. Mach. Intell. 14(2), 239–256 (1992)

    Google Scholar 

Download references

Acknowledgments

The completion of this paper was made possible by grant No. FEKT-S-14-2429 - “The research of new control methods, measurement procedures and intelligent instruments in automation”, and the related financial assistance was provided from the internal science fund of Brno University of Technology and also with assistance Competence Center realized by TACR (reg. number TE01020197).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jan Klecka .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer International Publishing Switzerland

About this paper

Cite this paper

Klecka, J., Horak, K. (2015). Fusion of 3D Model and Uncalibrated Stereo Reconstruction. In: Matoušek, R. (eds) Mendel 2015. ICSC-MENDEL 2016. Advances in Intelligent Systems and Computing, vol 378. Springer, Cham. https://doi.org/10.1007/978-3-319-19824-8_28

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-19824-8_28

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-19823-1

  • Online ISBN: 978-3-319-19824-8

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics