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18th International Conference on Pattern Recognition (ICPR'06) Volume 2
Invariant Ridgelet-Fourier Descriptor for Pattern Recognition
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
ASCII Text
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G. Y. Chen, T. D. Bui, A. Krzyzak, "Invariant Ridgelet-Fourier Descriptor for Pattern Recognition," Pattern Recognition, International Conference on, vol. 2, pp. 768-771, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006.
 
 
BibTex
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@article{ 10.1109/ICPR.2006.722,
author = {G. Y. Chen and T. D. Bui and A. Krzyzak},
title = {Invariant Ridgelet-Fourier Descriptor for Pattern Recognition},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2006},
issn = {1051-4651},
pages = {768-771},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.722},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Invariant Ridgelet-Fourier Descriptor for Pattern Recognition
SN - 1051-4651
SP768
EP771
A1 - G. Y. Chen,
A1 - T. D. Bui,
A1 - A. Krzyzak,
PY - 2006
KW - null
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
G. Y. Chen, Concordia University
T. D. Bui, Concordia University
A. Krzyzak, Concordia University
In this paper, we present a novel descriptor for feature extraction by using a combination of ridgelets and Fourier transform. We have successfully implemented ridgelets on the circular disk containing the pattern and applied Fourier transform on the resulting ridgelet coefficients to extract rotation-invariant features for pattern recognition. The descriptor is very robust to Gaussian noise even when the noise level is high. Experimental results show that the new descriptor is a very good choice for pattern recognition.
Citation:
G. Y. Chen, T. D. Bui, A. Krzyzak, "Invariant Ridgelet-Fourier Descriptor for Pattern Recognition," icpr, vol. 2, pp.768-771, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006
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