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Ranklets: Orientation Selective Non-Parametric Features Applied to Face Detection
Quebec City, QC, Canada August 11-August 15
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.104792416th International Conference on Patt ...
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Fabrizio Smeraldi, "Ranklets: Orientation Selective Non-Parametric Features Applied to Face Detection," Pattern Recognition, International Conference on, vol. 3, pp. 30379, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 3, 2002.
 
 
BibTex
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@article{ 10.1109/ICPR.2002.1047924,
author = {Fabrizio Smeraldi},
title = {Ranklets: Orientation Selective Non-Parametric Features Applied to Face Detection},
journal ={Pattern Recognition, International Conference on},
volume = {3},
year = {2002},
issn = {1051-4651},
pages = {30379},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1047924},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Pattern Recognition, International Conference on
TI - Ranklets: Orientation Selective Non-Parametric Features Applied to Face Detection
SN - 1051-4651
SP
EP
A1 - Fabrizio Smeraldi,
PY - 2002
KW - null
VL - 3
JA - Pattern Recognition, International Conference on
ER -
 
Fabrizio Smeraldi, Halmstad University
We introduce a family of multiscale, orientation-selective, non-parametric features ("ranklets") Modelled on Haar wavelets. We clarify their relation to the Wilcoxon rank-sum test and the rank transfor and provide an efficient scheme for computation based on the Mann-Whitney statistics. Finally, we show that ranklets outperform other rank features, Haar wavelets, SNoW and linear SVMs (based on independently published results) in face detection experiments over the 24'045 test images in the MIT-CBCL database.
Citation:
Fabrizio Smeraldi, "Ranklets: Orientation Selective Non-Parametric Features Applied to Face Detection," icpr, vol. 3, pp.30379, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 3, 2002
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