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Peter S., Giuseppe A., Fabrizio F., Claudio G., Fausto R., Pasquale S. Selection of MPEG-7 Image Features for Improving Image Similarity Search on Specific Data Sets. In: IASTED International Conference on Computer Graphics and Imaging (Kauai, Hawaii, August, 17-19 2004). Proceedings, pp. 395 - 400. ACTA Press, 2004.
 
 
Abstract
(English)
In this paper a technique for evaluating the effectiveness of MPEG-7 image features on specific image data sets is proposed. It is based on well defined statistical characteristics. The aim is to improve the effectiveness of the image retrieval process, based on the similarity computed on these features. This technique is validated with extensive experiments with real users.
Subject MPEG-7
Similarity search
Content based image retrieval
H.3.3 Information Search and Retrieval
H.3.4 Systems and Software. Performance evaluation (efficiency andeffectiveness)


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