In recent years multimedia researchers have attempted to design content-based image retrieval systems. However, despite the development of these systems, the term "content" has still remained rather ill defined, and this has made the evaluation of such systems problematic. This paper proposes a method for the creation of a test set of images in which the similarity of each image pair is estimated by two independent methods - by the subjective evaluation of human observers, and by the use of "content words" as basis vectors that allow the multidimensional content of each image to be represented with a content vector. The latter method is shown to correlate with the subjective judgement of human observers, and thus provide both a more objective method for evaluating and expressing image content, and a possible path to automating the process in the future.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    A method for evaluating the performance of content-based image retrieval systems


    Beteiligte:
    Black, J.A. (Autor:in) / Fahmy, G. (Autor:in) / Panchanathan, S. (Autor:in)


    Erscheinungsdatum :

    01.01.2002


    Format / Umfang :

    284937 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    A Method for Evaluating the Performance of Content-Based Image Retrieval Systems

    Black, J. A. / Fahmy, G. / Panchanathan, S. et al. | British Library Conference Proceedings | 2002


    Evaluating image retrieval

    Shirahatti, N.V. / Barnard, K. | IEEE | 2005


    Evaluating content-based image retrieval techniques using perceptually based metrics [3647-16]

    Payne, J. S. / Hepplewhite, L. / Stonham, T. J. et al. | British Library Conference Proceedings | 1999


    A content-based image retrieval system

    Huang, C.-L. / Huang, D.-H. | British Library Online Contents | 1998


    Here's Waldo: Content Based Image Retrieval

    Boen, R. J. / Hensel, M. | British Library Online Contents | 1998