Stability of Individuals in a Fingerprint System across Force Levels -- An Introduction to the Stability Score Index.
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| Title: | Stability of Individuals in a Fingerprint System across Force Levels -- An Introduction to the Stability Score Index. |
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| Authors: | O'Connor, Kevin J.1, Elliott, Stephen1, Sutton, Mathias1, Dyrenfurth, Michael1 |
| Source: | Annual International Conference on Information Technology & Applications. 2015, p100-106. 7p. |
| Subjects: | Fingerprint equipment, Biometric identification, Iris recognition, Receiver operating characteristic curves, Personal identification numbers |
| Abstract: | This research studied the question: "Are all individual's performance stable in a fingerprint recognition system?" The fingerprints of 154 individuals, provided at different force levels, were examined using the biometric menagerie tool, first coined by Doddington et al.. The Biometric Menagerie illustrates how each person in a given dataset performs in a biometric system, by using their genuine and impostor scores, and providing them a classification based upon those scores. This research examined the biometric menagerie classifications across different force levels in a fingerprint recognition study to uncover if individuals performed the same over five force levels. The study concluded that they did not, and a new metric has been created to quantify this phenomenon. As a result of this discovery, the new metric, Stability Score Index is described to showcase the movement of individuals in the menagerie. [ABSTRACT FROM AUTHOR] |
| Copyright of Annual International Conference on Information Technology & Applications is the property of Global Science & Technology Forum and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: egs DbLabel: Engineering Source An: 117152788 AccessLevel: 6 PubType: Conference PubTypeId: conference PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Stability of Individuals in a Fingerprint System across Force Levels -- An Introduction to the Stability Score Index. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22O'Connor%2C+Kevin+J%2E%22">O'Connor, Kevin J.</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AR" term="%22Elliott%2C+Stephen%22">Elliott, Stephen</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AR" term="%22Sutton%2C+Mathias%22">Sutton, Mathias</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AR" term="%22Dyrenfurth%2C+Michael%22">Dyrenfurth, Michael</searchLink><relatesTo>1</relatesTo> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Annual+International+Conference+on+Information+Technology+%26+Applications%22">Annual International Conference on Information Technology & Applications</searchLink>. 2015, p100-106. 7p. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Fingerprint+equipment%22">Fingerprint equipment</searchLink><br /><searchLink fieldCode="DE" term="%22Biometric+identification%22">Biometric identification</searchLink><br /><searchLink fieldCode="DE" term="%22Iris+recognition%22">Iris recognition</searchLink><br /><searchLink fieldCode="DE" term="%22Receiver+operating+characteristic+curves%22">Receiver operating characteristic curves</searchLink><br /><searchLink fieldCode="DE" term="%22Personal+identification+numbers%22">Personal identification numbers</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: This research studied the question: "Are all individual's performance stable in a fingerprint recognition system?" The fingerprints of 154 individuals, provided at different force levels, were examined using the biometric menagerie tool, first coined by Doddington et al.. The Biometric Menagerie illustrates how each person in a given dataset performs in a biometric system, by using their genuine and impostor scores, and providing them a classification based upon those scores. This research examined the biometric menagerie classifications across different force levels in a fingerprint recognition study to uncover if individuals performed the same over five force levels. The study concluded that they did not, and a new metric has been created to quantify this phenomenon. As a result of this discovery, the new metric, Stability Score Index is described to showcase the movement of individuals in the menagerie. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of Annual International Conference on Information Technology & Applications is the property of Global Science & Technology Forum and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 7 StartPage: 100 Subjects: – SubjectFull: Fingerprint equipment Type: general – SubjectFull: Biometric identification Type: general – SubjectFull: Iris recognition Type: general – SubjectFull: Receiver operating characteristic curves Type: general – SubjectFull: Personal identification numbers Type: general Titles: – TitleFull: Stability of Individuals in a Fingerprint System across Force Levels -- An Introduction to the Stability Score Index. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: O'Connor, Kevin J. – PersonEntity: Name: NameFull: Elliott, Stephen – PersonEntity: Name: NameFull: Sutton, Mathias – PersonEntity: Name: NameFull: Dyrenfurth, Michael IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Text: 2015 Type: published Y: 2015 Titles: – TitleFull: Annual International Conference on Information Technology & Applications Type: main |
| ResultId | 1 |
