Approximate Nearest Neighbor Searching in Multimedia Databases

@inproceedings{Ferhatosmanoglu2001ApproximateNN,
  title={Approximate Nearest Neighbor Searching in Multimedia Databases},
  author={Hakan Ferhatosmanoglu and Ertem Tuncel and Divyakant Agrawal and Amr El Abbadi},
  booktitle={ICDE},
  year={2001}
}
In this paper, we develop a general framework for approximate nearest neighbor queries. We categorize the current approaches for nearest neighbor query processing based on either their ability to reduce the data set that needs to be examined, or their ability to reduce the representation size of each data object. We first propose modifications to wellknown techniques to support the progressive processing of approximate nearest neighbor queries. A user may therefore stop the retrieval process… CONTINUE READING
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