DocumentCode
2646692
Title
Parameter Fusion in DWT Domain On-Line Signature Verification
Author
NAKANISHI, Isao ; Hara, Hideki ; Sakamoto, Hiroyuki ; Itoh, Yoshio ; Fukui, Yutaka
Author_Institution
Fac. of Eng., Tottori Univ.
fYear
2006
fDate
12-15 Dec. 2006
Firstpage
395
Lastpage
398
Abstract
We have proposed the on-line signature verification method in the DWT domain in which a pen-position parameter is decomposed into sub-band signals and then they are verified using adaptive signal processing. Even when forgers trace genuine signatures, higher verification rate can be obtained compared with a time-domain verification method. Other parameters are generated using the pen-position data and verified based on the DWT sub-band decomposition and the adaptive signal processing. Total decision is done by fusing the verification results in multiple parameters. In this report, we examine not only the verification performances of the parameters based on the pen-position data but also the verification performances of their fusion
Keywords
adaptive signal processing; discrete wavelet transforms; handwriting recognition; time-domain analysis; DWT domain online signature verification; DWT subband decomposition; adaptive signal processing; parameter fusion; pen-position parameter; time-domain verification method; Adaptive signal processing; Biomedical signal processing; Biometrics; Convergence; Discrete wavelet transforms; Filter bank; Handwriting recognition; Sampling methods; Signal synthesis; Writing;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Signal Processing and Communications, 2006. ISPACS '06. International Symposium on
Conference_Location
Yonago
Print_ISBN
0-7803-9732-0
Electronic_ISBN
0-7803-9733-9
Type
conf
DOI
10.1109/ISPACS.2006.364912
Filename
4212299
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