Reliable tags using image similarity: mining specificity and expertise from large-scale multimedia databases

@inproceedings{Kennedy2009ReliableTU,
  title={Reliable tags using image similarity: mining specificity and expertise from large-scale multimedia databases},
  author={Lyndon Kennedy and Malcolm Slaney and Kilian Q. Weinberger},
  booktitle={WSMC '09},
  year={2009}
}
This paper describes an approach for finding image descriptors or tags that are highly reliable and specific. Reliable, in this work, means that the tags are related to the image's visual content, which we verify by finding two or more real people who agree that the tag is applicable. Our work differs from prior work by mining the photographer's (or web master's) original words and seeking inter-subject agreement for images that we judge to be highly similar. By using the photographer's words… CONTINUE READING
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