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[BGR10a] Qualitative Comparison of Audio and Visual Descriptors Distributions
Conférence Internationale avec comité de lecture : MCIT'10, Int. Conf. on Multimedia Computing and Information Technology, Sharjah, January 2010, pp.101-104,Mots clés: similarity search, multidimensional, curse of dimensionality, multimedia, databases
Résumé:
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 understand 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.
Equipe:
vertigo
Collaboration:
LAMSADE
BibTeX
| @inproceedings { | |||
| BGR10a, | |||
| title | = | "{Qualitative Comparison of Audio and Visual Descriptors Distributions}", | |
| author | = | " S. Barton and V. Gouet-Brunet and M. Rukoz and C. Charbuillet and G. Peeters ", | |
| booktitle | = | "{MCIT'10, Int. Conf. on Multimedia Computing and Information Technology, Sharjah}", | |
| year | = | 2010, | |
| month | = | "January", | |
| pages | = | "101-104", | |
| } | |||
