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Jia-Yu Pan, Hyung-Jeong Yang, Pinar Duygulu, and Christos Faloutsos. Automatic Image Captioning. In Proceedings of the
2004 IEEE International Conference on Multimedia and Expo (ICME 2004), 2004.
The Grand Hotel, Taipei, Taiwan, June
27th~30th, 2004
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.
@InProceedings{ICME04AutoICap,
author = {Jia-Yu Pan and Hyung-Jeong Yang and Pinar Duygulu and Christos Faloutsos},
title = {Automatic Image Captioning},
booktitle = {Proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME 2004)},
year = 2004,
wwwnote = {The Grand Hotel, Taipei, Taiwan, June 27th~30th, 2004},
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.},
bib2html_pubtype = {Refereed Conference},
bib2html_rescat = {Multimedia Data Mining},
}
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