Title :
On-line signature verification for e-finance and e-commerce security system
Author :
Li, Bin ; Wang, Kuan-Quan ; Zhang, David
Author_Institution :
Dept. of Comput. Sci. & Technol., Harbin Inst. of Technol., China
Abstract :
Online signature verification is a new and active topic in the research and application fields of biometrics. This paper proposes a low cost online signature verification method based on the matching of curves about x- and y-axis attaching some dynamic features. Just as human being´s behavior, different local weight and unfixed threshold are introduced to improve the performance of signature verification system. Finally, this paper presents some applications of online signature verification on ATM, onsite credit card verification and Internet e-commerce.
Keywords :
Internet; credit transactions; electronic commerce; feature extraction; handwriting recognition; ATM; Internet electronic commerce; automatic teller machine; biometrics; curve matching; e-commerce security system; e-finance; electronic finance; feature extraction; human beings behavior; online signature verification; onsite credit card verification; Artificial neural networks; Biometrics; Computer networks; Costs; Handwriting recognition; Internet; Joining processes; Multi-layer neural network; Neural networks; Testing;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1260092
