
Estimating the Indexability of Multimedia Descriptors for Similarity Searching
Barton, Stanislav; Gouet-Brunet, Valérie; Rukoz, Marta; Charbuillet, Christophe; Peeters, Geoffroy (2010), Estimating the Indexability of Multimedia Descriptors for Similarity Searching, RIAO'2010: 9th RIAO Conference on Adaptivity, Personalization and Fusion of Heterogenous Information, 2010-04, Paris, France
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Type
Communication / ConférenceDate
2010Conference title
RIAO'2010: 9th RIAO Conference on Adaptivity, Personalization and Fusion of Heterogenous InformationConference date
2010-04Conference city
ParisConference country
FrancePages
15
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Show full item recordAuthor(s)
Barton, StanislavGouet-Brunet, Valérie

Rukoz, Marta
Charbuillet, Christophe
Peeters, Geoffroy

Abstract (EN)
A study on properties of data sets representing public domain audio and visual content and their relation to their indexability is presented. Data analysis considers the pairwise distance distributions and various techniques to estimate the true intrinsic dimensionality of the studied data. One own alternative to dimensionality estimation is also presented. These results are contrasted with the indexability results gathered using indexing techniques M-Tree, LSH and hierarchical k-means tree.Subjects / Keywords
Visual content; Audio content; Data AnalysisRelated items
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