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https://hdl.handle.net/1959.11/7949
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DC Field | Value | Language |
---|---|---|
dc.contributor.author | Welch, Mitchell | en |
dc.contributor.author | Kwan, Paul H | en |
dc.contributor.author | Sajeev, Abudulkadir | en |
dc.date.accessioned | 2011-07-08T11:21:00Z | - |
dc.date.issued | 2010 | - |
dc.identifier.citation | Proceedings of the 2010 International Conference on Computational Intelligence and Software Engineering (CiSE), p. 1-5 | en |
dc.identifier.isbn | 9781424453924 | en |
dc.identifier.uri | https://hdl.handle.net/1959.11/7949 | - |
dc.description.abstract | Effective fingerprint identification is critical in crime detection and many security related operations. This article investigates the use of Relevance Feedback with automatic fingerprint identification systems. It also summarises how several unique engineering challenges faced when applying relevance feedback are being addressed. Relevance feedback is a process for acquiring and using knowledge from a human user to improve the quality of results from an information retrieval system. It has been applied extensively to both text-based and images-based information retrieval systems, but not to fingerprint identification systems. Compared to automatic processes, relevance feedback has the potential to assist in faster convergence towards correct fingerprint identification and removes the reliance on black box fingerprint matching algorithm for the system's performance. Experimental results collected from a prototype software implementation confirm that relevance feedback can improve the quality of fingerprint identification queries significantly. | en |
dc.language | en | en |
dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | en |
dc.relation.ispartof | Proceedings of the 2010 International Conference on Computational Intelligence and Software Engineering (CiSE) | en |
dc.title | On Engineering Challenges of Applying Relevance Feedback to Fingerprint Identification Systems | en |
dc.type | Conference Publication | en |
dc.relation.conference | CiSE 2010: International Conference on Computational Intelligence and Software Engineering | en |
dc.identifier.doi | 10.1109/CISE.2010.5676959 | en |
dc.subject.keywords | Pattern Recognition and Data Mining | en |
dc.subject.keywords | Image Processing | en |
local.contributor.firstname | Mitchell | en |
local.contributor.firstname | Paul H | en |
local.contributor.firstname | Abudulkadir | en |
local.subject.for2008 | 080106 Image Processing | en |
local.subject.for2008 | 080109 Pattern Recognition and Data Mining | en |
local.subject.seo2008 | 890299 Computer Software and Services not elsewhere classified | en |
local.profile.school | School of Science and Technology | en |
local.profile.school | School of Science and Technology | en |
local.profile.school | School of Science and Technology | en |
local.profile.email | mwelch8@une.edu.au | en |
local.profile.email | wkwan2@une.edu.au | en |
local.profile.email | asajeev@une.edu.au | en |
local.output.category | E1 | en |
local.record.place | au | en |
local.record.institution | University of New England | en |
local.identifier.epublicationsrecord | une-20110324-121525 | en |
local.date.conference | 10th - 12th December, 2010 | en |
local.conference.place | Wuhan, China | en |
local.publisher.place | Los Alamitos, United States of America | en |
local.format.startpage | 1 | en |
local.format.endpage | 5 | en |
local.identifier.scopusid | 79951639159 | en |
local.peerreviewed | Yes | en |
local.contributor.lastname | Welch | en |
local.contributor.lastname | Kwan | en |
local.contributor.lastname | Sajeev | en |
dc.identifier.staff | une-id:mwelch8 | en |
dc.identifier.staff | une-id:wkwan2 | en |
dc.identifier.staff | une-id:asajeev | en |
local.profile.orcid | 0000-0003-4220-8734 | en |
local.profile.role | author | en |
local.profile.role | author | en |
local.profile.role | author | en |
local.identifier.unepublicationid | une:8121 | en |
dc.identifier.academiclevel | Academic | en |
dc.identifier.academiclevel | Academic | en |
dc.identifier.academiclevel | Academic | en |
local.title.maintitle | On Engineering Challenges of Applying Relevance Feedback to Fingerprint Identification Systems | en |
local.output.categorydescription | E1 Refereed Scholarly Conference Publication | en |
local.relation.url | http://www.ciseng.org/2010/ | en |
local.conference.details | CiSE 2010: International Conference on Computational Intelligence and Software Engineering, Wuhan, China, 10th - 12th December, 2010 | en |
local.search.author | Welch, Mitchell | en |
local.search.author | Kwan, Paul H | en |
local.search.author | Sajeev, Abudulkadir | en |
local.uneassociation | Unknown | en |
local.year.published | 2010 | en |
local.date.start | 2010-12-10 | - |
local.date.end | 2010-12-12 | - |
Appears in Collections: | Conference Publication |
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