DocumentCode :
457307
Title :
Spectrum Analysis Based onWindows with Variable Widths for Online Signature Verification
Author :
Quan, Zhong-Hua ; Huang, De-Shuang ; Xia, Xiao-lei ; Lyu, Michael R. ; Lok, Tat-Ming
Author_Institution :
Intelligent Comput. Lab., Hefei Inst. of Intelligent Machines
Volume :
2
fYear :
0
fDate :
0-0 0
Firstpage :
1122
Lastpage :
1125
Abstract :
In this paper, an online signature verification scheme based on spectrum analysis and Mahalanobis decision is proposed. We firstly divided signatures to a number of frames with variable widths according to the characteristics of the time sequences, and then employed the fast Fourier transformation (FFT) to extract the spectrum of signatures. The distance between the Fourier coefficient within the corresponding frames is computed, and the Mahalanobis decision making is employed. Experimentation demonstrates that spectrum analysis based on windows with variable widths is effective for online signature signals
Keywords :
decision making; fast Fourier transforms; handwriting recognition; sequences; spectral analysis; Mahalanobis decision making; fast Fourier transformation; online signature verification; spectrum analysis; time sequence; Automation; Computer science; Content addressable storage; Decision making; Handwriting recognition; Information analysis; Law enforcement; Machine intelligence; Signal analysis; Signal processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location :
Hong Kong
ISSN :
1051-4651
Print_ISBN :
0-7695-2521-0
Type :
conf
DOI :
10.1109/ICPR.2006.1072
Filename :
1699406
Link To Document :
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