Title :
On-line signature verification using ANFIS
Author :
Dehghani, E. ; Moghaddam, M.E.
Author_Institution :
Electr. & Comput. Eng. Dept., Shahid Beheshti Univ., Tehran, Iran
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;
Conference_Titel :
Image and Signal Processing and Analysis, 2009. ISPA 2009. Proceedings of 6th International Symposium on
Conference_Location :
Salzburg
Print_ISBN :
978-953-184-135-1
DOI :
10.1109/ISPA.2009.5297687
