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Qualitative Comparison of Audio and Visual Descriptors Distributions

Barton, Stanislav; Gouet-Brunet, Valérie; Rukoz, Marta; Charbuillet, Christophe; Peeters, Geoffroy (2010), Qualitative Comparison of Audio and Visual Descriptors Distributions, MCIT 2010: International Conference on Multimedia Computing and Information Technology, 2010-03, Sharjah, Émirats arabes unis

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Type
Communication / Conférence
Date
2010
Conference title
MCIT 2010: International Conference on Multimedia Computing and Information Technology
Conference date
2010-03
Conference city
Sharjah
Conference country
Émirats arabes unis
Pages
4
Metadata
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Author(s)
Barton, Stanislav
Gouet-Brunet, Valérie cc
Rukoz, Marta
Charbuillet, Christophe
Peeters, Geoffroy cc
Abstract (EN)
A comparative study of distributions and properties of datasets representing public domain audio and visual content is presented. The criteria adopted in this study incorporate the analysis of the pairwise distance distribution histograms and estimation of intrinsic dimensionality. In order to better under- stand the results, auxiliary datasets have been also considered and analyzed. The results of this study provide a solid ground for further research using the presented datasets such as their indexability with index structures.
Subjects / Keywords
Datasets; Visual content; Audio content