Learning the Semantics of Words and Pictures

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Learning the Semantics of Words and Pictures (2000)

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by Kobus Barnard , David Forsyth

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@MISC{Barnard00learningthe,
    author = {Kobus Barnard and David Forsyth},
    title = {Learning the Semantics of Words and Pictures},
    year = {2000}
}

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Abstract

We present a statistical model for organizing image collections which integrates semantic information provided by associated text and visual information provided by image features. The model is very promising for information retrieval tasks such as database browsing and searching for images based on text and/or image features. Furthermore, since the model learns relationships between text and image features, it can be used for novel applications such as associating words with pictures, and unsupervised learning for object recognition. 1.

Keyphrases

image feature associated text object recognition database browsing image collection statistical model visual information novel application information retrieval task semantic information

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