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Directions of work or proceedings

Guide to biometric reference systems and performance evaluation

Abstract : 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 person's 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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Directions of work or proceedings
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https://hal.archives-ouvertes.fr/hal-00472815
Contributor : Médiathèque Télécom SudParis & Institut Mines-Télécom Business School Connect in order to contact the contributor
Submitted on : Tuesday, April 13, 2010 - 12:01:37 PM
Last modification on : Friday, July 31, 2020 - 10:44:06 AM

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  • HAL Id : hal-00472815, version 1

Citation

Dijana Petrovska-Delacrétaz, Gérard Chollet, Bernadette Dorizzi. Guide to biometric reference systems and performance evaluation. Springer, pp.405, 2009, 978-1-84800-291-3. ⟨hal-00472815⟩

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