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
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;
Conference_Titel :
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2521-0
DOI :
10.1109/ICPR.2006.1072