Discriminative model fusion for semantic concept detection and annotation in video

@inproceedings{Iyengar2003DiscriminativeMF,
  title={Discriminative model fusion for semantic concept detection and annotation in video},
  author={Giridharan Iyengar and Harriet J. Nock},
  booktitle={ACM Multimedia},
  year={2003}
}
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
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