Skip to main content

Grayscale Level Multiconnectivity

  • Conference paper
  • 741 Accesses

Part of the Computational Imaging and Vision book series (CIVI,volume 30)

Abstract

In [5], a novel concept of connectivity for grayscale images was introduced, which is called grayscale level connectivity. In that framework, a grayscale image is connected if all its threshold sets below a given level are connected. It was shown that grayscale level connectivity defines a connection, in the sense introduced by Jean Serra in [10]. In the present paper, we extend grayscale level connectivity to the case where different connectivities are used for different threshold sets, a concept we call grayscale level multiconnectivity. In particular, this leads to the definition of a new operator, called the multiconnected grayscale reconstruction operator. We show that grayscale level multiconnectivity defines a connection, provided that the connectivities used for the threshold sets obey a nesting condition. Multiconnected grayscale reconstruction is illustrated with an example of scale-space representation.

Keywords

  • Connectivity
  • Grayscale Images
  • Reconstruction
  • Mathematical Morphology Complete Lattice
  • Scale-Space

This is a preview of subscription content, access via your institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (Canada)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   84.99
Price excludes VAT (Canada)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   109.99
Price excludes VAT (Canada)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   109.99
Price excludes VAT (Canada)
  • Durable hardcover 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

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. G. Birkhoff. Lattice Theory, volume 25. American Mathematical Society, Providence, Rhode Island, 3rd edition, 1967.

    Google Scholar 

  2. U.M. Braga-Neto and J. Goutsias. Connectivity on complete lattices: New results. Computer Vision and Image Understanding, 85(1):22–53, January 2002.

    CrossRef  Google Scholar 

  3. U.M. Braga-Neto and J. Goutsias. A multiscale approach to connectivity. Computer Vision and Image Understanding, 89(1):70–107, January 2003.

    CrossRef  Google Scholar 

  4. U.M. Braga-Neto and J. Goutsias. A theoretical tour of connectivity in image processing and analysis. Journal of Mathematical Imaging and Vision, 19(1):5–31, July 2003.

    CrossRef  Google Scholar 

  5. U.M. Braga-Neto and J. Goutsias. Grayscale level connectivity. IEEE Transactions on Image Processing, 2004. In press.

    Google Scholar 

  6. U.M. Braga-Neto and J. Goutsias. Supremal multiscale signal analysis. SIAM Journal of Mathematical Analysis, 36(1):94–120, 2004.

    CrossRef  Google Scholar 

  7. H.J.A.M. Heijmans. Morphological Image Operators. Academic Press, Boston, Massachusetts, 1994.

    Google Scholar 

  8. J.J. Koenderink. The structure of images. Biological Cybernetics, 50:363–370, 1984.

    CrossRef  PubMed  MathSciNet  Google Scholar 

  9. J. Serra, editor. Image Analysis and Mathematical Morphology. Volume 2: Theoretical Advances. Academic Press, London, England, 1988.

    Google Scholar 

  10. J. Serra. Connectivity on complete lattices. Journal of Mathematical Imaging and Vision, 9:231–251, 1998.

    CrossRef  Google Scholar 

  11. L. Vincent. Morphological grayscale reconstruction in image analysis: Applications and efficient algorithms. IEEE Transactions on Image Processing, 2:176–201, 1993.

    CrossRef  Google Scholar 

  12. A.P. Witkin. Scale-space filtering. In Proceedings of 7th International Joint Conference on Artificial Intelligence, pages 1019–1022. Karlsruhe, West Germany, 1983.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and Permissions

Copyright information

© 2005 Springer

About this paper

Cite this paper

Braga-Neto, U. (2005). Grayscale Level Multiconnectivity. In: Ronse, C., Najman, L., Decencière, E. (eds) Mathematical Morphology: 40 Years On. Computational Imaging and Vision, vol 30. Springer, Dordrecht. https://doi.org/10.1007/1-4020-3443-1_13

Download citation

  • DOI: https://doi.org/10.1007/1-4020-3443-1_13

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-1-4020-3442-8

  • Online ISBN: 978-1-4020-3443-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics