Matching words and pictures

We present a new approach for modeling multi-modal data sets, focusing on the specific case of segmented images with associated text. Learning the joint distribution of image regions and words has many applications. We consider in detail predicting words associated with whole images (auto-annotation...

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Bibliographic Details
Main Authors: Barnard, K, Duygulu, P, Forsyth, D, de Freitas, N, Blei, D, Jordan, M
Format: Journal article
Published: 2003