TY - GEN
T1 - Qualitative comparison of audio and visual descriptors distributions
AU - Barton, Stanislav
AU - Gouet-Brunet, Valerie
AU - Rukoz, Marta
AU - Charbuillet, Christophe
AU - Peeters, Geoffroy
PY - 2010/6/1
Y1 - 2010/6/1
N2 - 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.
AB - 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.
U2 - 10.1109/MCIT.2010.5444870
DO - 10.1109/MCIT.2010.5444870
M3 - Conference contribution
AN - SCOPUS:77952752144
SN - 9781424470037
T3 - MCIT'2010: International Conference on Multimedia Computing and Information Technology
SP - 101
EP - 104
BT - MCIT'2010
T2 - International Conference on Multimedia Computing and Information Technology, MCIT'2010
Y2 - 2 March 2010 through 4 March 2010
ER -