Automatic discovery of query-class-dependent models for multimodal search

@inproceedings{Kennedy2005AutomaticDO,
  title={Automatic discovery of query-class-dependent models for multimodal search},
  author={Lyndon S. Kennedy and Apostol Natsev and Shih-Fu Chang},
  booktitle={ACM Multimedia},
  year={2005}
}
We develop a framework for the automatic discovery of query classes for query-class-dependent search models in multimodal retrieval. The framework automatically discovers useful query classes by clustering queries in a training set according to the performance of various unimodal search methods, yielding classes of queries which have similar fusion strategies for the combination of unimodal components for multimodal search. We further combine these performance features with the semantic… CONTINUE READING
Highly Cited
This paper has 109 citations. REVIEW CITATIONS

From This Paper

Figures, tables, results, connections, and topics extracted from this paper.
66 Extracted Citations
3 Extracted References
Similar Papers

Citing Papers

Publications influenced by this paper.
Showing 1-10 of 66 extracted citations

109 Citations

01020'07'10'13'16
Citations per Year
Semantic Scholar estimates that this publication has 109 citations based on the available data.

See our FAQ for additional information.

Referenced Papers

Publications referenced by this paper.

Similar Papers

Loading similar papers…