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15th International Conference on Pattern Recognition (ICPR'00) - Volume 3
Recursive Gabor Filtering
Barcelona, Spain
September 03-September 08
ISBN: 0-7695-0750-6
ASCII Text
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Ian T. Young, Lucas J. Van Vliet, Michael Van Ginkel, "Recursive Gabor Filtering," Pattern Recognition, International Conference on, vol. 3, pp. 3342, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 3, 2000.
 
 
BibTex
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@article{ 10.1109/ICPR.2000.903554,
author = {Ian T. Young and Lucas J. Van Vliet and Michael Van Ginkel},
title = {Recursive Gabor Filtering},
journal ={Pattern Recognition, International Conference on},
volume = {3},
year = {2000},
isbn = {0-7695-0750-6},
pages = {3342},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.903554},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Recursive Gabor Filtering
SN - 0-7695-0750-6
SP
EP
A1 - Ian T. Young,
A1 - Lucas J. Van Vliet,
A1 - Michael Van Ginkel,
PY - 2000
VL - 3
JA - Pattern Recognition, International Conference on
ER -
 
Ian T. Young, Delft University of Technology
Lucas J. Van Vliet, Delft University of Technology
Michael Van Ginkel, Delft University of Technology
In this paper we present a recursive algorithm for the Gabor filter that achieves-to within a multiplicative constant-the fastest possible implementation. For a signal consisting of N samples, our implementation requires O(N) multiply-and-add (MADD) operations. Further, the complexity is independent of the values of ? and ? in the Gabor kernel and coefficients of the recursive equation have a simple, closed-form solution given ? and ?. Our implementation admits not only a forward Gabor transform from t ? ? but an inverse transform from ? ? t that is also O(N) complexity.
Citation:
Ian T. Young, Lucas J. Van Vliet, Michael Van Ginkel, "Recursive Gabor Filtering," icpr, vol. 3, pp.3342, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 3, 2000
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