DocumentCode
2538345
Title
Palmprint Recognition Using Band-Limited Minimum Average Correlation Energy Filter
Author
Jia, Wei ; Hu, Rong-Xiang ; Zhao, Yang ; Gui, Jie ; Zhu, Yi-Hai
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
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.2011.6094298
Filename
6094298
Link To Document