A Novel Approach for Accessing Partially Indexed Image Corpora

Gérald Duffing 1 Malika Smaïl 1
1 LANGUE ET DIALOGUE - Human-machine dialogue with a significant language component
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : This paper addresses the issue of efficient retrieval from image corpora in which only a little proportion is thematically indexed. We propose a hybrid approach integrating thematic querying/search with content-based retrieval. We show how a preliminary double clustering of image corpus exploited by an adapted retrieval process constitutes an answer to the pursued objective. The retrieval process takes advantage of user-system interaction via relevance feedback mechanism whose results are integrated in a {\it virtual image}. Some experimental results are provided and discussed to demonstrate the effectiveness of this work.
Type de document :
Communication dans un congrès
4th International Conference on Visual Information Systems - VISUAl'2000, 2000, Lyon, France, 13 p, 2000
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https://hal.inria.fr/inria-00099094
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Soumis le : mardi 26 septembre 2006 - 08:50:53
Dernière modification le : jeudi 11 janvier 2018 - 06:19:48

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  • HAL Id : inria-00099094, version 1

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Gérald Duffing, Malika Smaïl. A Novel Approach for Accessing Partially Indexed Image Corpora. 4th International Conference on Visual Information Systems - VISUAl'2000, 2000, Lyon, France, 13 p, 2000. 〈inria-00099094〉

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