Search results for key=SMM1999 : 1 match found.

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  • @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/},
    	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.},