Search results for key=SMM1999 : 1 match found.

1999

• @inproceedings{SMM1999,
  	vgclass =	{refpap},
  	vgproject =	{cbir,viper},
  	author =	{David McG. Squire and Wolfgang M\"{u}ller and Henning M\"{u}ller and Jilali Raki},
  	title =	{Content-based query of image databases, inspirations from text retrieval: inverted files, frequency-based weights and relevance feedback},
  	booktitle =	{The 11th Scandinavian Conference on Image Analysis (SCIA'99)},
  	address =	{Kangerlussuaq, Greenland},
  	pages =	{143--149},
  	month =	{June 7--11},
  	year =	{1999},
  	url =	{/publications/postscript/1999/SquireMuellerMuellerRaki_scia99.pdf},
  	url1 =	{/publications/postscript/1999/SquireMuellerMuellerRaki_scia99.ps.gz},
  	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.},
  }