A Simple and Effective Method for Online Signature Verification

Napa Sae-Bae, Nasir Memon

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper presents a simple and efficient method for online signature verification. The technique is based on a feature set comprising of several histograms that can be computed efficiently given a raw data sequence of an online signature. The features which are represented by a fixed-length vector can not be used to reconstruct the original signature, thereby providing privacy to the user's biometric trait in case the stored template is compromised. To test the verification performance of the proposed technique, several experiments were conducted on the well known MCYT-100 and SUSIG datasets including both skilled forgeries and random forgeries. Experimental results demonstrate that the performance of the proposed technique is comparable to state-of-art algorithms despite its simplicity and efficiency.

Original languageEnglish (US)
Title of host publicationBIOSIG 2013 - Proceedings of the 12th International Conference of the Biometrics Special Interest Group
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Print)9783885796060
StatePublished - Jan 27 2013
Event12th International Conference of the Biometrics Special Interest Group, BIOSIG 2013 - Darmstadt, Germany
Duration: Sep 4 2013Sep 6 2013

Other

Other12th International Conference of the Biometrics Special Interest Group, BIOSIG 2013
CountryGermany
CityDarmstadt
Period9/4/139/6/13

Fingerprint

Biometrics
Experiments

ASJC Scopus subject areas

  • Biomedical Engineering
  • Computer Networks and Communications
  • Computer Science Applications

Cite this

Sae-Bae, N., & Memon, N. (2013). A Simple and Effective Method for Online Signature Verification. In BIOSIG 2013 - Proceedings of the 12th International Conference of the Biometrics Special Interest Group [6617153] Institute of Electrical and Electronics Engineers Inc..

A Simple and Effective Method for Online Signature Verification. / Sae-Bae, Napa; Memon, Nasir.

BIOSIG 2013 - Proceedings of the 12th International Conference of the Biometrics Special Interest Group. Institute of Electrical and Electronics Engineers Inc., 2013. 6617153.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sae-Bae, N & Memon, N 2013, A Simple and Effective Method for Online Signature Verification. in BIOSIG 2013 - Proceedings of the 12th International Conference of the Biometrics Special Interest Group., 6617153, Institute of Electrical and Electronics Engineers Inc., 12th International Conference of the Biometrics Special Interest Group, BIOSIG 2013, Darmstadt, Germany, 9/4/13.
Sae-Bae N, Memon N. A Simple and Effective Method for Online Signature Verification. In BIOSIG 2013 - Proceedings of the 12th International Conference of the Biometrics Special Interest Group. Institute of Electrical and Electronics Engineers Inc. 2013. 6617153
Sae-Bae, Napa ; Memon, Nasir. / A Simple and Effective Method for Online Signature Verification. BIOSIG 2013 - Proceedings of the 12th International Conference of the Biometrics Special Interest Group. Institute of Electrical and Electronics Engineers Inc., 2013.
@inproceedings{99ac024098d941d68dfa57620fc45c0d,
title = "A Simple and Effective Method for Online Signature Verification",
abstract = "This paper presents a simple and efficient method for online signature verification. The technique is based on a feature set comprising of several histograms that can be computed efficiently given a raw data sequence of an online signature. The features which are represented by a fixed-length vector can not be used to reconstruct the original signature, thereby providing privacy to the user's biometric trait in case the stored template is compromised. To test the verification performance of the proposed technique, several experiments were conducted on the well known MCYT-100 and SUSIG datasets including both skilled forgeries and random forgeries. Experimental results demonstrate that the performance of the proposed technique is comparable to state-of-art algorithms despite its simplicity and efficiency.",
author = "Napa Sae-Bae and Nasir Memon",
year = "2013",
month = "1",
day = "27",
language = "English (US)",
isbn = "9783885796060",
booktitle = "BIOSIG 2013 - Proceedings of the 12th International Conference of the Biometrics Special Interest Group",
publisher = "Institute of Electrical and Electronics Engineers Inc.",

}

TY - GEN

T1 - A Simple and Effective Method for Online Signature Verification

AU - Sae-Bae, Napa

AU - Memon, Nasir

PY - 2013/1/27

Y1 - 2013/1/27

N2 - This paper presents a simple and efficient method for online signature verification. The technique is based on a feature set comprising of several histograms that can be computed efficiently given a raw data sequence of an online signature. The features which are represented by a fixed-length vector can not be used to reconstruct the original signature, thereby providing privacy to the user's biometric trait in case the stored template is compromised. To test the verification performance of the proposed technique, several experiments were conducted on the well known MCYT-100 and SUSIG datasets including both skilled forgeries and random forgeries. Experimental results demonstrate that the performance of the proposed technique is comparable to state-of-art algorithms despite its simplicity and efficiency.

AB - This paper presents a simple and efficient method for online signature verification. The technique is based on a feature set comprising of several histograms that can be computed efficiently given a raw data sequence of an online signature. The features which are represented by a fixed-length vector can not be used to reconstruct the original signature, thereby providing privacy to the user's biometric trait in case the stored template is compromised. To test the verification performance of the proposed technique, several experiments were conducted on the well known MCYT-100 and SUSIG datasets including both skilled forgeries and random forgeries. Experimental results demonstrate that the performance of the proposed technique is comparable to state-of-art algorithms despite its simplicity and efficiency.

UR - http://www.scopus.com/inward/record.url?scp=84937146936&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84937146936&partnerID=8YFLogxK

M3 - Conference contribution

SN - 9783885796060

BT - BIOSIG 2013 - Proceedings of the 12th International Conference of the Biometrics Special Interest Group

PB - Institute of Electrical and Electronics Engineers Inc.

ER -