Advertisement

Show Me What You Mean! PARISS: A CBIR-Interface That Learns by Example

  • G Caenen
  • G Frederix
  • A.A.M Kuijk
  • E.J Pauwels
  • B.A.M Schouten
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 1929)

Abstract

We outline the architecture of a CBIR-interface that allows the user to interactively classify images by dragging and dropping them into different piles and instructing the interface to come up with features that can mimic this classiffication. Logistic regression and Sammon projection are used to support this search mode.

Keywords

Digital Library Target Image Relevance Feedback Inference Engine Relevant Image 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. 1.
    B.A.M. Schouten, P.M. de Zeeuw. Image Databases, Scale and Fractal Transforms. To appear in Proceedings ICIP 2000Google Scholar
  2. 2.
    A.D. Del Bimbo: Visual Information Retrieval, Morgan Kaufmann Publishers, Inc. California, 1999.Google Scholar
  3. 3.
    G. Frederix, G. Caenen and E.J. Pauwels: PARISS: Panoramic, Adaptive and Recon figurable Interface for Similarity Search. To appear in Proceedings ICIP 2000.Google Scholar
  4. 4.
    D W Hosmer and S Lemeshow: Applied Logistic Regression. Wiley 1989.Google Scholar
  5. 5.
    T. Kakimoto and Y. Kambayashi: Browsing functions in three-dimensional space for digital libraries, International Journal on Digital Libraries, (2):68–78, 1999.CrossRefGoogle Scholar
  6. 6.
    S. Santini and R. Jain: Beyond Query by Example. Proceedings of ACM Multimedia’ 98, Bristol, UK.Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2000

Authors and Affiliations

  • G Caenen
    • 2
  • G Frederix
    • 2
    • 3
  • A.A.M Kuijk
    • 1
  • E.J Pauwels
    • 1
    • 2
  • B.A.M Schouten
    • 1
  1. 1.Centre for Mathematics and Computer Science (CWI)SJ AmsterdamThe Netherlands
  2. 2.ESAT-PSI, K.U.LeuvenHeverleeBelgium
  3. 3.Dept. of MathematicsK.U.Leuven, Celestijnenlaan 200 BHeverleeBelgium

Personalised recommendations