Title :
Online Signature Verification system
Author :
Julita, A. ; Fauziyah, S. ; Azlina, O. ; Mardiana, B. ; Hazura, H. ; Zahariah, A.M.
Author_Institution :
Fakulti Kejuruteraan Elektron. dan Kejuruteraan Komputer (FKEKK), Univ. Teknikal Malaysia Melaka (UTeM), Hang Tuah Jaya
Abstract :
Online signature verification is a process of verifying the writer´s identity by using signature verification system. This system can be use as a security system such as verification for assessing entry application and password substitutions. Signature verification technology requires primarily a digitizing tablet and a special pen connected to the universal serial bus port (USB port) of a computer. An individual can sign on the digitizing tablet using the special pen regardless of his signature size and position. The signature is characterized as pen-strokes consisting x-y coordinates and the data will be stored in the signature database in the form of a txt.file. These characteristics uniquely identify a person and cannot be mimicked or stolen. In this project, the method of support vector machine (SVM) is used to focuses in verifying the signature.
Keywords :
handwriting recognition; message authentication; support vector machines; SVM; USB port; digitizing tablet; entry application; message authentication; online signature verification system; password substitution; security system; signature database; special pen; support vector machine; universal serial bus port; Authentication; Biometrics; Data acquisition; Databases; Handwriting recognition; Pattern recognition; Support vector machine classification; Support vector machines; Training data; Universal Serial Bus;
Conference_Titel :
Signal Processing & Its Applications, 2009. CSPA 2009. 5th International Colloquium on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-4151-8
Electronic_ISBN :
978-1-4244-4152-5
DOI :
10.1109/CSPA.2009.5069177