dc.contributor.author | Chen, Weiping | |
dc.contributor.author | Gao, Yongsheng | |
dc.contributor.editor | Murk Redding (General Chair) | |
dc.date.accessioned | 2017-05-03T14:13:00Z | |
dc.date.available | 2017-05-03T14:13:00Z | |
dc.date.issued | 2007 | |
dc.date.modified | 2008-07-14T03:19:37Z | |
dc.identifier.refuri | http://dicta2007.infoeng.flinders.edu.au/ | |
dc.identifier.doi | 10.1109/DICTA.2007.4426801 | |
dc.identifier.uri | http://hdl.handle.net/10072/19117 | |
dc.description.abstract | Minutiae-based method is the most popular approach in fingerprint matching. However, most existing methods need to search for the best correspondence of minutiae pairs or use reference points (core and delta points) to estimate the alignment parameters. The problem of lost minutiae or spurious minutiae always occurs during the minutiae detection process. Hence, the corresponding pairs or reference points may not be found under this condition. This paper proposes a new minutiae-based fingerprint matching algorithm using phase correlation. We define a new representation called Minutiae Direction Map (MDM). First, we convert minutiae sets into 2D image spaces. Then the transformation parameters are calculated using phase correlation between two MDMs to align two fingerprints to be matched. The similarity of two fingerprints is determined by the distance between two minutiae sets. Our approach does not need to search for the corresponding minutiae pairs. Experimental results show that the proposed approach performed well in matching fingerprint minutiae sets, which greatly improved the economy of storage space. | |
dc.description.peerreviewed | Yes | |
dc.description.publicationstatus | Yes | |
dc.format.extent | 339284 bytes | |
dc.format.mimetype | application/pdf | |
dc.language | English | |
dc.language.iso | eng | |
dc.publisher | IEEE | |
dc.publisher.place | USA | |
dc.publisher.uri | http://www.ieee.org/portal/site | |
dc.relation.ispartofstudentpublication | Y | |
dc.relation.ispartofconferencename | The 9th International Conference on Digital Image Computing: Techniques and Applications DICTA 2007 | |
dc.relation.ispartofconferencetitle | Digital Image Computing: Techniques and Applications | |
dc.relation.ispartofdatefrom | 2007-12-03 | |
dc.relation.ispartofdateto | 2007-12-05 | |
dc.relation.ispartoflocation | Adelaide | |
dc.rights.retention | Y | |
dc.subject.fieldofresearchcode | 280207 | |
dc.subject.fieldofresearchcode | 280208 | |
dc.title | A Minutiae-based Fingerprint Matching Algorithm Using Phase Correlation | |
dc.type | Conference output | |
dc.type.description | E1 - Conferences | |
dc.type.code | E - Conference Publications | |
gro.faculty | Griffith Sciences, Griffith School of Engineering | |
gro.rights.copyright | © 2007 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. | |
gro.date.issued | 2007 | |
gro.hasfulltext | Full Text | |
gro.griffith.author | Gao, Yongsheng | |