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
Link To Document :
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