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Guide to Biometric Reference Systems and Performance Evaluation

By Dijana Petrovska-Delacrétaz , Gérard Chollet , Bernadette Dorizzi , Anil K. Jain

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Guide to Biometric Reference Systems and Performance Evaluation Cover Image

Biometrics has moved from using fingerprints to using many methods of assessing human physical and behavioral traits. This guide introduces a new performance evaluation framework designed to offer full coverage of performance evaluation of biometric systems.

Full Description

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  • ISBN13: 978-1-8480-0291-3
  • 412 Pages
  • User Level: Science
  • Publication Date: April 5, 2009
  • Available eBook Formats: PDF

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Full Description
This book introduces a new performance evaluation framework designed to give complete coverage of performance evaluation of major biometric systems. Two key issues are presented: The first is to give a unique snapshot of the performance evaluation of various biometrics within a common evaluation framework. The second is the presence of benchmarking evaluation framework, to be used in future performance evaluations.Features: - provides a global perspective with a common evaluation scheme and methodology; - offers readers a tool for a better evaluation of their algorithms by giving them the instruments to fully reproduce the benchmarking (reference) experiments (software, database, experimental protocols); - examines current research results with this framework.This unique text combines state-of-the-art research with practical tools for researchers and graduates in the field of biometrics.
Table of Contents

Table of Contents

  1. Introduction.
  2. The BioSecure Benchmarking Methodology.
  3. Iris Recognition.
  4. Fingrprint Recognition.
  5. Hand Recognition.
  6. On
  7. line Handwritten Signatures.
  8. Text
  9. independent Speaker Verification.
  10. 2D Face Recognition.
  11. 3D Face Recognition.
  12. Talking
  13. face Verification.
  14. The BioSecure Multimodal Evaluation Campaign 2007.

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