Title :
An on-line signature verification system using multi-template matching approaches
Author :
Han, Chin-Chuan ; Chang, Pao-Chung ; Hsu, Chao-Chih ; Jeng, Bor-Shenn
Author_Institution :
Appl. Res. Lab., Chunghwa Telecommun. Labs., Taoynan, Taiwan
Abstract :
Signature verification is a natural and friendly approach in biometrics-based verification. As we know, the system can achieve a better performance if more training samples are collected. However, routinely signing the patterns is a boring and inconvenient process to obtain enough training samples at the initial enrolment. In this paper, we have proposed a multi-template matching approach to identify the individual via few training samples. Some experimental results were conducted to show the effectiveness of our proposed methods
Keywords :
handwriting recognition; image matching; biometrics-based verification; multi-template matching; on-line signature verification system; training samples; Authentication; Biometrics; Chaos; Fingerprint recognition; Geometry; Handwriting recognition; Laboratories; Pattern recognition; Retina; Shape;
Conference_Titel :
Security Technology, 1999. Proceedings. IEEE 33rd Annual 1999 International Carnahan Conference on
Conference_Location :
Madrid
Print_ISBN :
0-7803-5247-5
DOI :
10.1109/CCST.1999.797957