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Title: A performance evaluation of filter design and coding schemes for palmprint recognition
Authors: Yue, F
Zuo, W
Wang, K
Zhang, D 
Issue Date: 2008
Source: Proceedings - International Conference on Pattern Recognition, 2008, 4761845 How to cite?
Abstract: Palmprint recognition, as one of the most promising biometrics, has received considerable recent biometric research interest. Among various palmprint recognition techniques, coding based methods have been very successful since of its simplicity, high precision, small size of feature and rapidness for both feature extraction and matching. Several filters, such as Gabor and Gaussian, and coding schemes, such as competitive and ordinal measure, have been proposed for palmprint verification and identification. In this paper, we evaluate three filters, Gabor, Gaussian, and the second derivative of Gaussian filter, and two coding schemes, competitive code and ordinal measure on PolyU palmprint database. Results of verification experiment show that Gabor filter and competitive coding scheme is superior to other methods.
Description: 2008 19th International Conference on Pattern Recognition, ICPR 2008, Tampa, FL, 8-11 December 2008
ISBN: 9781424421756
ISSN: 1051-4651
Appears in Collections:Conference Paper

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