Skip to main content
SpringerLink
Log in

A Probabilistic, Text and Knowledge-Based Image Retrieval System

  • Conference paper
Accessing Multilingual Information Repositories (CLEF 2005)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4022))

Included in the following conference series:

  • 402 Accesses

Abstract

This paper describes the development of an image retrieval system that combines probabilistic and ontological information. The process is divided in two different stages: indexing and retrieval. Three information flows have been created with different kind of information each one: word forms, stems and stemmed bigrams. The final result combines the results obtained in the three streams. Knowledge is added to the system by means of an ontology created automatically from the St. Andrews Corpus. The system has been evaluated at CLEF05 image retrieval task.

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

Access this chapter

Log in via an institution
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 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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Clough, P., Sanderson, M., Muller, H.: The CLEF 2004 Cross-Language Image Retrieval Track. In: Peters, C., Clough, P., Gonzalo, J., Jones, G.J.F., Kluck, M., Magnini, B. (eds.) CLEF 2004. LNCS, vol. 3491, pp. 597–613. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  2. Clough, P., Muller, H., Deselaers, T., Grubinger, M., Lehmann, T.M., Jensen, J., Hersh, W.: The CLEF 2005 Cross–Language Image Retrieval Track. In: Peters, C., Gey, F.C., Gonzalo, J., Müller, H., Jones, G.J.F., Kluck, M., Magnini, B., de Rijke, M., Giampiccolo, D. (eds.) CLEF 2005. LNCS, vol. 4022, pp. 535–557. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  3. Lewis, D.D., Jones, K.S.: Natural language processing for information retrieval. Communications of the ACM 39(1), 92–101 (1996)

    Article  Google Scholar 

  4. Kashyap, V.: Design and creation of ontologies for environmental information retrieval. In: Proceedings of the 12th workshop on knowledge acquisition, modeling and management (kaw 1999). KAW 1999 Conference, ban, canada (october 1999)

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Departamento de Lenguajes y Sistemas Informáticos, Universidad de Alicante, Spain

    Rubén Izquierdo-Beviá, David Tomás, Maximiliano Saiz-Noeda & José Luis Vicedo

Authors
  1. Rubén Izquierdo-Beviá
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. David Tomás
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Maximiliano Saiz-Noeda
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. José Luis Vicedo
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. ISTI-CNR, Area di Ricerca, Pisa, Italy

    Carol Peters

  2. University of California, Berkeley, CA, USA

    Fredric C. Gey

  3. No Affiliations,  

    Julio Gonzalo

  4. Business Information Systems, University of Applied Sciences, Sierre, Switzerland

    Henning Müller

  5. Centre for Digital Video Processing & School of Computing, Dublin City University, Dublin 9, Ireland

    Gareth J. F. Jones

  6. German Institute for International and Security Affairs, Stiftung Wissenschaft und Politik (SWP), Ludwigkirchplatz 3-4, 10719, Berlin, Germany

    Michael Kluck

  7. ITC-IRST, Trento, Italy

    Bernardo Magnini

  8. ISLA, University of Amsterdam,  

    Maarten de Rijke

Rights and permissions

Reprints and permissions

Copyright information

© 2006 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Izquierdo-Beviá, R., Tomás, D., Saiz-Noeda, M., Vicedo, J.L. (2006). A Probabilistic, Text and Knowledge-Based Image Retrieval System. In: Peters, C., et al. Accessing Multilingual Information Repositories. CLEF 2005. Lecture Notes in Computer Science, vol 4022. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11878773_63

Download citation

  • DOI: https://doi.org/10.1007/11878773_63

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-45697-1

  • Online ISBN: 978-3-540-45700-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Search

Navigation