A new approach to cross-modal multimedia retrieval
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
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 ...