A Genetic Algorithm for Fingerprint Matching based on an Integrated Measure

Sheng, Weiguo, Harmer, Karl, Howells, Gareth, Fairhurst, Michael, Deravi, Farzin (2008) A Genetic Algorithm for Fingerprint Matching based on an Integrated Measure. In: IEEE Congress on Evolutionary Computation (IEEE CEC 2008), part of 2008 IEEE World Congress on Computational Intelligence (WCCI 2008), June 2008, Hong Kong. (doi:10.1109/cec.2008.4630907) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) (KAR id:13305)

The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided.
Official URL: https://doi.org/10.1109/cec.2008.4630907

Abstract

In this paper, we develop a fingerprint matching method which operates by first introducing an integrated measure, which combines two different matching criteria based on heterogeneous features. We then devise a genetically guided algorithm to optimise the integrated measure for simultaneous fingerprint alignment and verification. The proposed method is evaluated through experiments conducted on two public domain collections of fingerprint images and compared with related work, with very encouraging results

Item Type:	Conference or workshop item (Paper)
DOI/Identification number:	10.1109/cec.2008.4630907
Subjects:	T Technology > TK Electrical engineering. Electronics. Nuclear engineering > TK7800 Electronics > TK7880 Applications of electronics > TK7882.B56 Biometric identification
Divisions:	Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Engineering and Digital Arts
Depositing User:	J. Harries
Date Deposited:	14 Apr 2009 12:39 UTC
Last Modified:	05 Nov 2024 09:46 UTC
Resource URI:	https://kar.kent.ac.uk/id/eprint/13305 (The current URI for this page, for reference purposes)

University of Kent Author Information

Sheng, Weiguo.

Creator's ORCID:
CReDIT Contributor Roles:

Howells, Gareth.

Creator's ORCID:	https://orcid.org/0000-0001-5590-0880
CReDIT Contributor Roles:

Fairhurst, Michael.

Creator's ORCID:
CReDIT Contributor Roles:

Deravi, Farzin.

Creator's ORCID:	https://orcid.org/0000-0003-0885-437X
CReDIT Contributor Roles:

Depositors only (login required):

Altmetric

Download Statistics

Total unique views for this document in KAR since July 2020. For more details click on the image.