AN APPROACH TO DATA COLLECTION IN AN ONLINE SIGNATURE VERIFICATION SYSTEM

Andreea Salinca, Sorin Mircea Rusu, Ştefan Diaconescu

2012

Abstract

Online handwritten signature verification is one of the branches of behavioral biometry that is gaining popularity in protecting sensitive information. Our paper addresses a key issue in evaluating performances of online signature authentication systems: data collection. Acquiring a real dataset with handwritten signatures is a major step in the system verification. We will present our collecting techniques in the process of acquisition of dynamic handwritten signatures (more than 5000 genuine signatures and more than 2000 skilled forgeries have been collected from a total of 113 people) useful in the improvement of evaluation results for the authentication system.

Paper Citation

in Harvard Style

Salinca A., Mircea Rusu S. and Diaconescu Ş. (2012). AN APPROACH TO DATA COLLECTION IN AN ONLINE SIGNATURE VERIFICATION SYSTEM . In Proceedings of the 8th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST, ISBN 978-989-8565-08-2, pages 251-254. DOI: 10.5220/0003908702510254

in Bibtex Style

@conference{webist12,
author={Andreea Salinca and Sorin Mircea Rusu and Ştefan Diaconescu},
title={AN APPROACH TO DATA COLLECTION IN AN ONLINE SIGNATURE VERIFICATION SYSTEM},
booktitle={Proceedings of the 8th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,},
year={2012},
pages={251-254},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003908702510254},
isbn={978-989-8565-08-2},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 8th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,
TI - AN APPROACH TO DATA COLLECTION IN AN ONLINE SIGNATURE VERIFICATION SYSTEM
SN - 978-989-8565-08-2
AU - Salinca A.
AU - Mircea Rusu S.
AU - Diaconescu Ş.
PY - 2012
SP - 251
EP - 254
DO - 10.5220/0003908702510254