%Aigaion2 BibTeX export van HES SO Valais Publications
%Monday 31 August 2026 06:10:19 AM

@INPROCEEDINGS{SMM1999,
     author = {Squire, David McG. and M{\"{u}}ller, Wolfgang and M{\"{u}}ller, Henning and Raki, Jilali},
   keywords = {Content-based image retrieval, image retrieval, inverted file, text retrieval},
      title = {content-based query of image databases, inspirations from text retrieval: inverted files, frequency-based weights and relevance feedback},
  booktitle = {Scandinavian Conference on Image Analysis},
       year = {1999},
      pages = {143-149},
   crossref = {SCIA'99},
   abstract = {In this paper we report the application of techniques inspired by text retrieval research to the content-based query of image databases. In particular, we show how the use of an inverted file data structure permits the use of a feature space of $\mathcal{O}(10^4)$ dimensions, by restricting search to the subspace spanned by the features present in the query. A suitably sparse set of colour and texture features is proposed. A scheme based on the frequency of occurrence of features in both individual images and in the whole collection provides a means of weighting possibly incommensurate features in a compatible manner, and naturally extends to incorporate relevance feedback queries. The use of relevance feedback is shown consistently to improve system performance, as measured by precision and recall.},
vgproject={cbir,viper},
vgclass={refpap},
}