| 23514 |
Creator |
56412434212aaec1af1a675d5f017f1e |
| 23514 |
Creator |
a24bbc435842501b299a0cab95582592 |
| 23514 |
Creator |
38aeb096b16f0923a40d682f672c92d6 |
| 23514 |
Creator |
b58582a4c6644a7f5020b3f4f3846dad |
| 23514 |
Creator |
be631348f8f62b6e4008c7ca925f1836 |
| 23514 |
Creator |
cc9ad21c6e74f68afa86a4dcebdea6e0 |
| 23514 |
Creator |
a7d1fb3848640941e4589b2a35912433 |
| 23514 |
Creator |
ext-213f326bddce547b9baf2c6667336f4d |
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Date |
2009 |
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Is Part Of |
p03029743 |
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Is Part Of |
repository |
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abstract |
This paper describes an application of statistical co-occurrence techniques that built
on top of a probabilistic image annotation framework is able to increase the precision
of an image annotation system. We observe that probabilistic image analysis by itself
is not enough to describe the rich semantics of an image. Our hypothesis is that more
accurate annotations can be produced by introducing additional knowledge in the form
of statistical co-occurrence of terms. This is provided by the context of images that
otherwise independent keyword generation would miss. We applied our algorithm to the
dataset provided by ImageCLEF 2008 for the Visual Concept Detection Task (VCDT). Our
algorithm not only obtained better results but also it appeared in the top quartile
of all methods submitted in ImageCLEF 2008. |
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authorList |
authors |
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presentedAt |
ext-2c427a9835845e752b56ed0490f01a5b |
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status |
peerReviewed |
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uri |
http://data.open.ac.uk/oro/document/11093 |
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uri |
http://data.open.ac.uk/oro/document/18057 |
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uri |
http://data.open.ac.uk/oro/document/24967 |
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uri |
http://data.open.ac.uk/oro/document/6108 |
| 23514 |
volume |
5706 |
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type |
AcademicArticle |
| 23514 |
type |
Article |
| 23514 |
label |
Llorente, Ainhoa ; Overell, Simon; Liu, Haiming ; Hu, Rui ; Rae, Adam ; Zhu, Jianhan
; Song, Dawei and Rüger, Stefan (2009). Exploiting term co-occurrence for enhancing
automated image annotation. In: Evaluating Systems for Multilingual and Multimodal
Information Access, Springer, Germany, pp. 632–639. |
| 23514 |
label |
Llorente, Ainhoa ; Overell, Simon; Liu, Haiming ; Hu, Rui ; Rae, Adam ; Zhu, Jianhan
; Song, Dawei and Rüger, Stefan (2009). Exploiting term co-occurrence for enhancing
automated image annotation. In: Evaluating Systems for Multilingual and Multimodal
Information Access, Springer, Germany, pp. 632–639. |
| 23514 |
sameAs |
978-3-642-04447-2 79 |
| 23514 |
Publisher |
ext-1c5ddec173ca8cdfba8b274309638579 |
| 23514 |
Title |
Exploiting term co-occurrence for enhancing automated image annotation |
| 23514 |
in dataset |
oro |