Discriminative model fusion for semantic concept detection and annotation in video

  title={Discriminative model fusion for semantic concept detection and annotation in video},
  author={Giridharan Iyengar and Harriet J. Nock},
  booktitle={ACM Multimedia},
In this paper we describe a general information fusion algorithm that can be used to incorporate multimodal cues in building user-defined semantic concept models. We compare this technique with a Bayesian Network-based approach on a semantic concept detection task. Results indicate that this technique yields superior performance. We demonstrate this approach further by building classifiers of arbitrary concepts in a score space defined by a pre-deployed set of multimodal concepts. Results show… CONTINUE READING
Highly Cited
This paper has 93 citations. REVIEW CITATIONS
58 Citations
1 References
Similar Papers


Publications citing this paper.

94 Citations

Citations per Year
Semantic Scholar estimates that this publication has 94 citations based on the available data.

See our FAQ for additional information.


Publications referenced by this paper.

Similar Papers

Loading similar papers…