Skip to main content

Effective Indexing of Web Images with Keyword Positioning

  • Conference paper
Advanced Web Technologies and Applications (APWeb 2004)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 3007))

Included in the following conference series:

Abstract

We propose a new similarity measure based on keyword positioning to search images collected from the Web, for the improvement of precision and recall performance. Our image representation model fully exploits the image semantics from the text associated with the images in the Web pages. A prototype search engine Image Search is implemented with these techniques.

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. Rui, Y., Huang, T., Mehrota, S., Ortega, M.: A Relevance Feedback Architecture in Content-Based Multimedia Information Retrieval Systems. In: Proceedings of IEEE Workshop on Content-Based Access of Image and Video Libraries (1997)

    Google Scholar 

  2. Lu, Y., Hu, C., Zhu, X., Zhang, H., Yang, Q.: A Unified Framework for Semantics and Feature Based Relevance Feedback in Image Retrieval Systems. ACM Multimedia, pp. 31–38 (2000)

    Google Scholar 

  3. Oren, N.: Reexamining tf.idf based Information Retrieval with Genetic Programming. In: Proceedings of SAICSIT, pp. 224–234 (2002)

    Google Scholar 

  4. Taher, H., Aristides, G., Dan, K., Piotr, I.: Evaluating Strategies for Similarity Search on the Web. In: International WWW, Conference, pp. 432–442 (2002)

    Google Scholar 

  5. Alp, A.Y., Yu Clement, T.: Evaluating Strategies and Systems for Content-Based Indexing of Person Images on the Web. ACM Multimedia, 313–321 (2000)

    Google Scholar 

  6. Lu, Y., Hu, C., Zhu, X., Zhang, H., Yang, Q.: A Unified Framework for Semantics and Feature Based Relevance Feedback in Image Retrieval Systems. ACM Multimedia, 31–38 (2000)

    Google Scholar 

  7. Yang, J., Zhuang, Y., Li, Q.: Search for Multi-Modality Data in Digital Libraries. In: IEEE Conference on Multimedia, pp. 482–489 (2001)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2004 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Jayaratne, L., Ginige, A., Jiang, Z. (2004). Effective Indexing of Web Images with Keyword Positioning. In: Yu, J.X., Lin, X., Lu, H., Zhang, Y. (eds) Advanced Web Technologies and Applications. APWeb 2004. Lecture Notes in Computer Science, vol 3007. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-24655-8_97

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-24655-8_97

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-21371-0

  • Online ISBN: 978-3-540-24655-8

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics