Semantic Multimedia Retrieval using Lexical Query Expansion and Model-Based Reranking

@article{Haubold2006SemanticMR,
  title={Semantic Multimedia Retrieval using Lexical Query Expansion and Model-Based Reranking},
  author={Alexander Haubold and Apostol Natsev and Milind R. Naphade},
  journal={2006 IEEE International Conference on Multimedia and Expo},
  year={2006},
  pages={1761-1764}
}
We present methods for improving text search retrieval of visual multimedia content by applying a set of visual models of semantic concepts from a lexicon of concepts deemed relevant for the collection. Text search is performed via queries of words or fully qualified sentences, and results are returned in the form of ranked video clips. Our approach involves a query expansion stage, in which query terms are compared to the visual concepts for which we independently build classifier models. We… CONTINUE READING
Highly Cited
This paper has 46 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 31 extracted citations

References

Publications referenced by this paper.
Showing 1-8 of 8 references

IBM Research TRECVID-2005 Video Retrieval System

  • A. Amir, J. Argillander, +9 authors T. Volkmer
  • TRECVID Workshop, Gaithersburg, MD, Nov, 2005.
  • 2005
1 Excerpt

LSCOM - lite : A Light Scale Concept Ontology for Multimedia Understanding for TRECVID

  • L. Kennedy M. Naphade, J. R. Kender, S. F. Chang, J. R. Smith, A. Hauptmann
  • IBM Research Tech
  • 2005

LSCOM-lite: A Light Scale Concept Ontology for Multimedia Understanding for TRECVID 2005

  • M. Naphade, L. Kennedy, +4 authors A. Hauptmann
  • IBM Research Tech. Report, RC23612 (W0505-104…
  • 2005
1 Excerpt

On the Detection of Semantic Concepts at TRECVID

  • M. Naphade, J. R. Smith, F. Souvannavong
  • ACM Multimedia, ACM Press, New York, NY, pp. 660…
  • 2004
3 Excerpts

Extended Gloss Overlaps as a Measure of Semantic Relatedness

  • S. Banerjee, T. Pedersen
  • Joint Conference on Artificial Intelligence…
  • 2003
1 Excerpt

Similar Papers

Loading similar papers…