Skip to main content
Springer Nature Link
Log in

Texture Interpolation Using Ordinary Kriging

  • Conference paper
Pattern Recognition and Image Analysis (IbPRIA 2005)

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 3523))

Included in the following conference series:

  • 1695 Accesses

Abstract

We present a survey of the application of ordinary Kriging to texture interpolation using a variety of models that have been proposed to model the variogram of the image. The novelty of our approach is in the fully automated process of fitting the models to the data over a finite range of values.

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. Cressie, C.A.N.: Statistics for Spatial data, Revised Edition. John Wiley and Sons, Inc, Chichester (1993)

    Google Scholar 

  2. Davis, C.D.: Statistics and Data Analysis in Geology, vol. 5, pp. 192–196. John Wiley and Sons, Inc, Chichester (1973)

    Google Scholar 

  3. Gringarten, E., Deutsch, V.C.: Teacher’s Aide Variogram Interpretation and Modeling. Mathematical Geology 33(4), 507–534 (2001)

    Article  Google Scholar 

  4. Isaaks, E.H., Srivastava, R.M.: An Introduction to Applied Geostatistics. Oxford University Press, New York (1989)

    Google Scholar 

  5. Kulatilake, W.S.H.P., Um, J., Pan, G.: Requirements for Accurate Quantification of Self-Affine Roughness Using the Variogram Method. International Journal of Solids Structures 34(31-32), 4167–4172 (1998)

    Article  Google Scholar 

  6. Piroddi, R., Petrou, M.: Dealing with Irregular Samples (Book Chapter). In: Hawkes, P.W. (ed.) Advances in Imaging and Electron Physics, vol. 132, pp. 109–165. Academic Press, London (2004)

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Centre for Vision, Speech and Signal Processing, School of Electronics and Physical Sciences, University of Surrey, Guildford, GU2 7XH, UK

    Sunil Chandra, Maria Petrou & Roberta Piroddi

Authors
  1. Sunil Chandra
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Maria Petrou
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Roberta Piroddi
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. Instituto Superior Técnico & Instituto de Sistemas e Robótica,, 1049-001, Lisboa, Portugal

    Jorge S. Marques

  2. ETSI Informática y e Telecomunicación, University of Granada, 18071, Granada, Spain

    Nicolás Pérez de la Blanca

  3. Instituto Superior Técnico, CERENA-Centro de Recursos Naturais e Ambiente, Av. Rovisco Pais, 1049-001, Lisboa, Portugal

    Pedro Pina

Rights and permissions

Reprints and permissions

Copyright information

© 2005 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Chandra, S., Petrou, M., Piroddi, R. (2005). Texture Interpolation Using Ordinary Kriging. In: Marques, J.S., Pérez de la Blanca, N., Pina, P. (eds) Pattern Recognition and Image Analysis. IbPRIA 2005. Lecture Notes in Computer Science, vol 3523. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11492542_23

Download citation

  • DOI: https://doi.org/10.1007/11492542_23

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-26154-4

  • Online ISBN: 978-3-540-32238-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics