Cover Image

Automatic online signature verification: A prototype using neural networks

Signature verification is the process used to recognize an individual's handwritten signature to prevent fraud. In this paper pressure at the pen-tip together with the x, and y coordinates of the signature are measured and features extracted from these are used to verify the signature. A pressu...

Full description

Saved in:
Bibliographic Details
Main Authors: Ahmed S.K., Ramasamy A.K., Khairuddin A.S.Mohd., Omar J.
Other Authors: 25926812900
Format: Conference Paper
Published: 2023
Subjects:
Biometrics
Neural networks
Self-organizing maps
Signature verification
Character recognition
Conformal mapping
MATLAB
Handwritten signatures
Low costs
On-line signature verification
Prototype system
Self organizing maps
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:Signature verification is the process used to recognize an individual's handwritten signature to prevent fraud. In this paper pressure at the pen-tip together with the x, and y coordinates of the signature are measured and features extracted from these are used to verify the signature. A pressure pad was used to obtain signature samples. A signature verification system using SOM neural network was designed in MATLAB to verify the signatures. Results obtained using a prototype system are encouraging. The attractive features of this system are its low cost, low intrusion, good performance and use of an acceptable and natural biometric (the signature). � 2009 IEEE.

Similar Items