Automatic image captioning

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Automatic image captioning.pdf (727.49 KB)

Date

2004

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Abstract

In this paper, we examine the problem of automatic image captioning. Given a training set of captioned images, we want to discover correlations between image features and keywords, so that we can automatically find good keywords for a new image. We experiment thoroughly with multiple design alternatives on large datasets of various content styles, and our proposed methods achieve up to a 45% relative improvement on captioning accuracy over the state of the art.

Source Title

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME 2004)

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Algorithms, Automation, Content based retrieval, Database systems, Indexing (of information), Semantics, Image captioning, Image databases, Latent semantic analysis (LSA), Video indexing, Image processing

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http://hdl.handle.net/11693/27427

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Scholarly Publications - Computer Engineering

Language

English

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Conference Paper