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A new approach to cross-modal multimedia retrieval
Found in: Proceedings of the international conference on Multimedia (MM '10)
By Emanuele Coviello, Gabriel Doyle, Gert R.G. Lanckriet, Jose Costa Pereira, Nikhil Rasiwasia, Nuno Vasconcelos, Roger Levy
Issue Date:October 2010
pp. 251-260
The problem of joint modeling the text and image components of multimedia documents is studied. The text component is represented as a sample from a hidden topic model, learned with latent Dirichlet allocation, and images are represented as bags of visual ...