Simple signature verification sub-system for identity recognition

V. Q. Tran; M. T. Chew; S. Demidenko; Y. C. Kuang; M. Ooi

doi:10.1109/CIVEMSA.2017.7995308

Simple signature verification sub-system for identity recognition

V. Q. Tran, M. T. Chew, S. Demidenko, Y. C. Kuang, M. Ooi

Malaysia School of Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other

1 Citation (Scopus)

Abstract

The paper proposes a simple, low-cost signature verification approach and software that can be employed as one of the components of a more sophisticated personal identification system. The identification is based on the use of local binary pattern features of a signature image. The Support Vector Machine (SVM) model is chosen to classify the authentic signatures from their imitations.

Original language	English
Title of host publication	2017 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, CIVEMSA 2017 - Proceedings
Publisher	IEEE, Institute of Electrical and Electronics Engineers
Pages	94-98
Number of pages	5
ISBN (Electronic)	9781509042524
DOIs	https://doi.org/10.1109/CIVEMSA.2017.7995308
Publication status	Published - 28 Jul 2017
Event	IEEE International Conference on Computational Intelligence for Measurement Systems and Applications 2017 - Annecy, France Duration: 26 Jun 2017 → 28 Jun 2017 http://2017.civemsa.ieee-ims.org/

Conference

Conference	IEEE International Conference on Computational Intelligence for Measurement Systems and Applications 2017
Abbreviated title	CIVEMSA 2017
Country/Territory	France
City	Annecy
Period	26/06/17 → 28/06/17
Internet address	http://2017.civemsa.ieee-ims.org/

Keywords

Local Binary Pattern
Personal Identification
Signature Verification
Support Vector Machine

Access to Document

10.1109/CIVEMSA.2017.7995308

Cite this

Tran, V. Q., Chew, M. T., Demidenko, S., Kuang, Y. C., & Ooi, M. (2017). Simple signature verification sub-system for identity recognition. In 2017 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, CIVEMSA 2017 - Proceedings (pp. 94-98). IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/CIVEMSA.2017.7995308

@inproceedings{420f9face37b4065bd7f5add574c0c5a,

title = "Simple signature verification sub-system for identity recognition",

abstract = "The paper proposes a simple, low-cost signature verification approach and software that can be employed as one of the components of a more sophisticated personal identification system. The identification is based on the use of local binary pattern features of a signature image. The Support Vector Machine (SVM) model is chosen to classify the authentic signatures from their imitations.",

keywords = "Local Binary Pattern, Personal Identification, Signature Verification, Support Vector Machine",

author = "Tran, \{V. Q.\} and Chew, \{M. T.\} and S. Demidenko and Kuang, \{Y. C.\} and M. Ooi",

year = "2017",

month = jul,

day = "28",

doi = "10.1109/CIVEMSA.2017.7995308",

language = "English",

pages = "94--98",

booktitle = "2017 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, CIVEMSA 2017 - Proceedings",

publisher = "IEEE, Institute of Electrical and Electronics Engineers",

address = "United States of America",

note = "IEEE International Conference on Computational Intelligence for Measurement Systems and Applications 2017, CIVEMSA 2017 ; Conference date: 26-06-2017 Through 28-06-2017",

url = "http://2017.civemsa.ieee-ims.org/",

}

Tran, VQ, Chew, MT, Demidenko, S, Kuang, YC & Ooi, M 2017, Simple signature verification sub-system for identity recognition. in 2017 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, CIVEMSA 2017 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, pp. 94-98, IEEE International Conference on Computational Intelligence for Measurement Systems and Applications 2017, Annecy, France, 26/06/17. https://doi.org/10.1109/CIVEMSA.2017.7995308

Simple signature verification sub-system for identity recognition. / Tran, V. Q.; Chew, M. T.; Demidenko, S. et al.
2017 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, CIVEMSA 2017 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, 2017. p. 94-98.

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other

TY - GEN

T1 - Simple signature verification sub-system for identity recognition

AU - Tran, V. Q.

AU - Chew, M. T.

AU - Demidenko, S.

AU - Kuang, Y. C.

AU - Ooi, M.

PY - 2017/7/28

Y1 - 2017/7/28

N2 - The paper proposes a simple, low-cost signature verification approach and software that can be employed as one of the components of a more sophisticated personal identification system. The identification is based on the use of local binary pattern features of a signature image. The Support Vector Machine (SVM) model is chosen to classify the authentic signatures from their imitations.

AB - The paper proposes a simple, low-cost signature verification approach and software that can be employed as one of the components of a more sophisticated personal identification system. The identification is based on the use of local binary pattern features of a signature image. The Support Vector Machine (SVM) model is chosen to classify the authentic signatures from their imitations.

KW - Local Binary Pattern

KW - Personal Identification

KW - Signature Verification

KW - Support Vector Machine

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DO - 10.1109/CIVEMSA.2017.7995308

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EP - 98

BT - 2017 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, CIVEMSA 2017 - Proceedings

PB - IEEE, Institute of Electrical and Electronics Engineers

T2 - IEEE International Conference on Computational Intelligence for Measurement Systems and Applications 2017

Y2 - 26 June 2017 through 28 June 2017

ER -

Tran VQ, Chew MT, Demidenko S, Kuang YC, Ooi M. Simple signature verification sub-system for identity recognition. In 2017 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, CIVEMSA 2017 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers. 2017. p. 94-98 doi: 10.1109/CIVEMSA.2017.7995308

Simple signature verification sub-system for identity recognition

Abstract

Conference

Keywords

Access to Document

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