Jia-Yu Pan, Hyung-Jeong Yang, Pinar Duygulu and Christos Faloutsos Computer ...  Home/Search
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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. (Update)
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BibTeX entry: (Update)
J.-Y. Pan, H.-J.Yang, P. Duygulu, C. Faloutsos, "Automatic Image Captioning", ICME 2004. http://citeseer.ist.psu.edu/pan04automatic.html More
@misc{ pan04automatic,
author = "J. Pan and H. Yang and P. Duygulu and C. Faloutsos",
title = "Automatic Image Captioning",
text = "J.-Y. Pan, H.-J.Yang, P. Duygulu, C. Faloutsos, Automatic Image Captioning,
ICME 2004.",
year = "2004",
url = "citeseer.ist.psu.edu/pan04automatic.html" }
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56 Automatic Image Annotation and Retrieval using Cross-Media R.. - Jeon, Lavrenko et al. - 2003
48 Object recognition as machine translation: learning a lexico.. - Duygulu, Barnard et al. - 2002
39 Computer Vision: a modern approach (context) - Forsyth, Ponce - 2001
28 Information retrieval using a singular value decomposition m.. (context) - Furmas, Deerwester et al. - 1998
21 Image Retrieval: Past, Present, and Future - Rui, Huang et al. - 1999
20 Automatic linguistic indexing of pictures by a statistical m.. - Li, Wang - 2003
15 Modeling annotated data - Blei, Jordan - 2003
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8 On Image Auto-Annotation with Latent Space Models - Monay, Gatica-Perez - 2003
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