• DocumentCode
    3475462
  • Title

    Copula-based statistical models for multicomponent image retrieval in thewavelet transform domain

  • Author

    Sakji-Nsibi, Sarra ; Benazza-Benyahia, Amel

  • Author_Institution
    Unite de Rech. en Imagerie Satellitaire (URISA), Ecole Super. des Commun. de Tunis (SUP´´COM), Tunis, Tunisia
  • fYear
    2009
  • fDate
    7-10 Nov. 2009
  • Firstpage
    253
  • Lastpage
    256
  • Abstract
    In this paper, we are interested in multicomponent image indexing in the wavelet transform (WT) domain. More precisely, a WT is applied to each component then a suitable parametric model is retained for the distribution model of the wavelet coefficients. The parameters of this model are chosen as the salient features of the image content. The contribution of this work consists in choosing a parametric model which reflects the main dependencies existing between the resulting coefficients consisting of cross-component correlations and inter-scale similarities. The copula concept is introduced for building an appropriate statistical model of all the wavelet coefficients. Once the signatures are extracted, the retrieval procedure associated with a given query image is performed. Experimental results indicate that considering simultaneously the cross-component and the inter-scale correlation drastically improves the retrieval performances of the wavelet-based retrieval system.
  • Keywords
    feature extraction; image retrieval; statistical analysis; wavelet transforms; copula based statistical models; cross-component correlations; inter-scale similarities; multicomponent image indexing; multicomponent image retrieval; wavelet based retrieval system; wavelet transform domain; Content based retrieval; Hidden Markov models; Image coding; Image retrieval; Indexing; Parametric statistics; Random variables; Wavelet coefficients; Wavelet domain; Wavelet transforms; Image retrieval; copulas theory; crosscomponent dependencies; inter-scale dependencies; wavelet transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2009 16th IEEE International Conference on
  • Conference_Location
    Cairo
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-5653-6
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2009.5413483
  • Filename
    5413483