Automatic multimedia cross-modal correlation discovery

@inproceedings{Pan2004AutomaticMC,
  title={Automatic multimedia cross-modal correlation discovery},
  author={Jia-Yu Pan and Hyung-Jeong Yang and Christos Faloutsos and Pinar Duygulu Sahin},
  booktitle={KDD},
  year={2004}
}
Given an image (or video clip, or audio song), how do we automatically assign keywords to it? The general problem is to find correlations across the media in a collection of multimedia objects like video clips, with colors, and/or motion, and/or audio, and/or text scripts. We propose a novel, graph-based approach, "MMG", to discover such cross-modal correlations.Our "MMG" method requires no tuning, no clustering, no user-determined constants; it can be applied to any multimedia collection, as… CONTINUE READING
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de Freitas, D. A. Forsyth, D. B. lei, and M. Jordan. Matching words and pictures. Journal of Machine Learning Research, 3:1107–1135 • 2003
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