Comparison of Feature Sets Using Multimedia Translation
Identifieur interne : 001734 ( Main/Exploration ); précédent : 001733; suivant : 001735Comparison of Feature Sets Using Multimedia Translation
Auteurs : P Nar Duygulu [États-Unis] ; Can Özcanl [Turquie] ; Norman Papernick [États-Unis]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2003.
Abstract
Abstract: Feature selection is very important for many computer vision applications. However, it is hard to find a good measure for the comparison. In this study, feature sets are compared using the translation model of object recognition which is motivated by the availablity of large annotated data sets. Image regions are linked to words using a model which is inspired by machine translation. Word prediction performance is used to evaluate large numbers of images.
Url:
DOI: 10.1007/978-3-540-39737-3_64
Affiliations:
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However, it is hard to find a good measure for the comparison. In this study, feature sets are compared using the translation model of object recognition which is motivated by the availablity of large annotated data sets. Image regions are linked to words using a model which is inspired by machine translation. Word prediction performance is used to evaluate large numbers of images.</div></front></TEI><affiliations><list><country><li>Turquie</li><li>États-Unis</li></country><region><li>Pennsylvanie</li></region><settlement><li>Pittsburgh</li></settlement><orgName><li>Université Carnegie-Mellon</li></orgName></list><tree><country name="États-Unis"><region name="Pennsylvanie"><name sortKey="Duygulu, P Nar" sort="Duygulu, P Nar" uniqKey="Duygulu P" first="P Nar" last="Duygulu">P Nar Duygulu</name></region><name sortKey="Duygulu, P Nar" sort="Duygulu, P Nar" uniqKey="Duygulu P" first="P Nar" last="Duygulu">P Nar Duygulu</name><name sortKey="Papernick, Norman" sort="Papernick, Norman" uniqKey="Papernick N" first="Norman" last="Papernick">Norman Papernick</name><name sortKey="Papernick, Norman" sort="Papernick, Norman" uniqKey="Papernick N" first="Norman" last="Papernick">Norman Papernick</name></country><country name="Turquie"><noRegion><name sortKey="Ozcanl, Can" sort="Ozcanl, Can" uniqKey="Ozcanl C" first="Can" last="Özcanl">Can Özcanl</name></noRegion><name sortKey="Ozcanl, Can" sort="Ozcanl, Can" uniqKey="Ozcanl C" first="Can" last="Özcanl">Can Özcanl</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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