DocumentCode
2538427
Title
Palmprint Recognition Using Band-Limited Minimum Average Correlation Energy Filter
Author
Jia, Wei ; Hu, Rong-Xiang ; Zhao, Yang ; Gui, Jie ; Zhu, Yi-Hai
Author_Institution
Hefei Inst. of Intell. Machines, Hefei, China
fYear
2011
fDate
17-18 Nov. 2011
Firstpage
1
Lastpage
6
Abstract
In this paper, we propose Band-Limited minimum average correlation energy filter and unconstrained minimum average correlation energy filter for palmprint recognition, in which the high frequency components are removed and only the inherent frequency band is adopted for filter design. The results of experiments conducted on Hong Kong Polytechnic University Palmprint Database show that the proposed filters can significantly improve accurate recognition rates and reduce equal error rates. Meanwhile, they also have faster matching speed and need less feature storage.
Keywords
filtering theory; palmprint recognition; Hong Kong Polytechnic University Palmprint Database; MACE filter; UMACE filter; band-limited minimum average correlation energy filter; equal error rate reduction; palmprint recognition; recognition rate accuracy; unconstrained minimum average correlation energy filter; Correlation; Databases; Discrete Fourier transforms; Matched filters; Pattern recognition; Training; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Hand-Based Biometrics (ICHB), 2011 International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4577-0491-8
Electronic_ISBN
978-1-4577-0489-5
Type
conf
DOI
10.1109/ICHB.2011.6094302
Filename
6094302
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