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Bridging the semantic gap
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Southampton, UK (Southampton University): This paper attempts to review and characterise the problem of the semantic gap in image retrieval and the attempts being made to bridge it. In particular, [the authors] draw from [their] own experience in user queries, automatic annotation and ontological techniques. The first section of the paper describes a characterisation of the semantic gap as a hierarchy between the raw media and full semantic understanding of the media's content. The second section discusses real users' queries with respect to the semantic gap. The final sections of the paper describe [their] own experience in attempting to bridge the semantic gap.
For more information, please visit:
eprints.ecs.soton.ac.uk/11887/
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