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18th International Conference on Pattern Recognition (ICPR'06) Volume 1
An Illumination Insensitive Representation for Face Verification in the Frequency Domain
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
ASCII Text
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Eduardo Garea Llano, Heydi Mendez Vazquez, Josef Kittler, Kieron Messer, "An Illumination Insensitive Representation for Face Verification in the Frequency Domain," Pattern Recognition, International Conference on, vol. 1, pp. 215-218, 18th International Conference on Pattern Recognition (ICPR'06) Volume 1, 2006.
 
 
BibTex
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@article{ 10.1109/ICPR.2006.249,
author = {Eduardo Garea Llano and Heydi Mendez Vazquez and Josef Kittler and Kieron Messer},
title = {An Illumination Insensitive Representation for Face Verification in the Frequency Domain},
journal ={Pattern Recognition, International Conference on},
volume = {1},
year = {2006},
issn = {1051-4651},
pages = {215-218},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.249},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - An Illumination Insensitive Representation for Face Verification in the Frequency Domain
SN - 1051-4651
SP215
EP218
A1 - Eduardo Garea Llano,
A1 - Heydi Mendez Vazquez,
A1 - Josef Kittler,
A1 - Kieron Messer,
PY - 2006
KW - null
VL - 1
JA - Pattern Recognition, International Conference on
ER -
 
Eduardo Garea Llano, Advanced Technology Application Center, Havana, Cuba
Heydi Mendez Vazquez, Advanced Technology Application Center, Havana, Cuba
Josef Kittler, University of Surrey, GU 7XH, UK
Kieron Messer, University of Surrey, GU 7XH, UK
We present a comparison of several face representation methods from the point of view of their sensitivity to illumination changes. The sensitivity is measured in terms of the overlap of the distributions of normalized correlations used for inter class and intra class image comparisons. The result suggests, that better illumination invariance could be achieved in feature spaces in the frequency domain derived for a differentiated image rather than using the original input image.
Citation:
Eduardo Garea Llano, Heydi Mendez Vazquez, Josef Kittler, Kieron Messer, "An Illumination Insensitive Representation for Face Verification in the Frequency Domain," icpr, vol. 1, pp.215-218, 18th International Conference on Pattern Recognition (ICPR'06) Volume 1, 2006
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