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18th International Conference on Pattern Recognition (ICPR'06) Volume 4
Does EigenPalm work? A System and Evaluation Perspective
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
ASCII Text
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King-Hong Cheung, Adams Kong, David Zhang, Mohamed Kamel, Jane You, "Does EigenPalm work? A System and Evaluation Perspective," Pattern Recognition, International Conference on, vol. 4, pp. 445-448, 18th International Conference on Pattern Recognition (ICPR'06) Volume 4, 2006.
 
 
BibTex
x
 
@article{ 10.1109/ICPR.2006.460,
author = {King-Hong Cheung and Adams Kong and David Zhang and Mohamed Kamel and Jane You},
title = {Does EigenPalm work? A System and Evaluation Perspective},
journal ={Pattern Recognition, International Conference on},
volume = {4},
year = {2006},
issn = {1051-4651},
pages = {445-448},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.460},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Does EigenPalm work? A System and Evaluation Perspective
SN - 1051-4651
SP445
EP448
A1 - King-Hong Cheung,
A1 - Adams Kong,
A1 - David Zhang,
A1 - Mohamed Kamel,
A1 - Jane You,
PY - 2006
KW - null
VL - 4
JA - Pattern Recognition, International Conference on
ER -
 
King-Hong Cheung, Hong Kong Polytechnic University, Hung Hom, Hong Kong
Adams Kong, Hong Kong Polytechnic University, Hung Hom, Hong Kong
David Zhang, Hong Kong Polytechnic University, Hung Hom, Hong Kong
Mohamed Kamel, University of Waterloo, Canada
Jane You, Hong Kong Polytechnic University, Hung Hom, Hong Kong
Recently, there are keen interests in EigenPalm, which, collectively, refers to those methods that extract palmprint features directly from the appearance by means of Principal Component Analysis (PCA) for (dis)similarity matching. Encouraging results have been reported with the use of EigenPalm. However, we find a different story under a system and evaluation perspective. In this paper, we would like to introduce three issues that should be considered: the effects of templates from two different sessions, the effects of identical twins and the effects of unseen subjects. They are missing in the previous studies of EigenPalm.
Citation:
King-Hong Cheung, Adams Kong, David Zhang, Mohamed Kamel, Jane You, "Does EigenPalm work? A System and Evaluation Perspective," icpr, vol. 4, pp.445-448, 18th International Conference on Pattern Recognition (ICPR'06) Volume 4, 2006
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