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| HAL: hal-00472815, version 1 |
| Detailed view |  Export this paper |
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| Guide to biometric reference systems and performance evaluation (2009) 405 |
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| Guide to biometric reference systems and performance evaluation |
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| Dijana Petrovska-Delacrétaz 1Gérard Chollet 2, 3 |
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| (2009) |
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| Our daily interactions are based on recognizing people. As information technology advances, our interactions will be accomplished through newly designed interfaces, with a vital element being the automated process of recognition of a persons real identity: Biometrics. In recent years, biometrics has moved from using fingerprints, to many different methods of assessing human physical and behavioural traits. This useful guide introduces a new performance evaluation framework designed to provide complete coverage of performance evaluation of major biometric systems. Two key areas are presented: The first gives a unique snapshot of the performance evaluation of various biometrics within a common evaluation framework (databases and protocols). The second presents a state-of-the-art benchmarking evaluation framework for use in future performance evaluations comprised of open-source reference systems. |
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| 1: | Département Electronique et Physique (EPH) |
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Institut Mines-Télécom – Télécom SudParis |
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| 2: | Département Traitement du Signal et des Images (TSI) |
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Télécom ParisTech – CNRS : UMR5141 |
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| 3: | Laboratoire Traitement et Communication de l'Information [Paris] (LTCI) |
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Télécom ParisTech – CNRS : UMR5141 |
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| 2D and 3D face biometrics – Biometrics – Dynamic signature – Fingerprint – Hand modality – Iris – Multimodality – Performance evaluation of biometric systems – Reference (calibration – benchmarking or baseline) biometric systems – Speech – Talking face |
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| hal-00472815, version 1 | |
| http://hal.archives-ouvertes.fr/hal-00472815 | |
| oai:hal.archives-ouvertes.fr:hal-00472815 | |
| From: Bibliothèque Télécom & Management Sudparis | |
| Submitted for: | |
| Submitted on: Tuesday, 13 April 2010 12:01:37 | |
| Updated on: Tuesday, 13 April 2010 12:01:39 | |
