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
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;
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
DOI :
10.1109/ICHB.2011.6094302