DocumentCode
2042270
Title
On-line signature verification using ANFIS
Author
Dehghani, E. ; Moghaddam, M.E.
Author_Institution
Electr. & Comput. Eng. Dept., Shahid Beheshti Univ., Tehran, Iran
fYear
2009
fDate
16-18 Sept. 2009
Firstpage
546
Lastpage
549
Abstract
In this work, an on-line signature verification system based on global information and an Adaptive Network-Based Fuzzy Inference System (ANFIS) is presented. The proposed verification method is composed of two phases. The first phase is based on fractal dimension analysis and the second one uses the ANFIS output. We have tested the proposed system on SUBCORPUS-100-MCYT and a Persian signature database. The experimental results were satisfactory on both one.
Keywords
digital signatures; fractals; fuzzy reasoning; ANFIS; Persian signature database; SUBCORPUS-100-MCYT; adaptive network-based fuzzy inference system; fractal dimension analysis; global information; online signature verification; Adaptive systems; Authentication; Biometrics; Computer networks; Data mining; Feature extraction; Fuzzy logic; Handwriting recognition; Power system modeling; System testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing and Analysis, 2009. ISPA 2009. Proceedings of 6th International Symposium on
Conference_Location
Salzburg
ISSN
1845-5921
Print_ISBN
978-953-184-135-1
Type
conf
DOI
10.1109/ISPA.2009.5297687
Filename
5297687
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