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Large Scale Database Search

  • Michael Brauckmann
  • Christoph Busch

Abstract

This chapter focuses on large scale search systems for the biometric and face recognition, in particular, on issues related to scalability, system throughput, biometric accuracy, and database sanitization.

Keywords

Face Recognition Large Scale System Biometric System Database Size Biometric Template 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Notes

Acknowledgements

The authors thank Brian K. Martin, Joseph Atick, Stan Li and Anil Jain for their feedback on this chapter and S. Mracek for contributing the Figs. 25.5 and 25.6.
Fig. 25.6

Distribution of selected anatomical Bertillion features in the feature space (from Mracek [7])

References

  1. 1.
    Grother, P., Quinn, G.W., Phillips, P.J.: Multiple-biometric evaluation (mbe)—report on the evaluation of 2d still-image face recognition algorithms. NIST Interagency Report 7709, National Institute of Standards and Technology, June 2010 Google Scholar
  2. 2.
    ISO/IEC JTC1 SC37 Biometrics. International Standards ISO/IEC TR 24722, Multimodal and Other Multibiometric Fusion. International Organization for Standardization (2007) Google Scholar
  3. 3.
    ISO/IEC JTC1 SC37 Biometrics. ISO/IEC 19794-1:2011 Information Technology—Biometric Data Interchange Formats—Part 1: Framework. International Organization for Standardization (2011) Google Scholar
  4. 4.
    ISO/IEC JTC1 SC37 Biometrics. ISO/IEC 19794-5:2011. Information Technology—Biometric Data Interchange Formats—Part 5: Face Image Data. International Organization for Standardization (2011) Google Scholar
  5. 5.
    ISO/IEC TC JTC1 SC37 Biometrics. ISO/IEC 19784-1:2006. Information Technology—Biometric Application Programming Interface—Part 1: BioAPI Specification. International Organization for Standardization and International Electrotechnical Committee (2006) Google Scholar
  6. 6.
    ISO/IEC TC JTC1 SC37 Biometrics. ISO/IEC 19795-1:2006. Information Technology—Biometric Performance Testing and Reporting—Part 1: Principles and Framework. International Organization for Standardization and International Electrotechnical Committee, March 2006 Google Scholar
  7. 7.
    Mracek, S.: Biometric recognition of 3d faces. Master thesis, Brno University of Technology, May 2010 Google Scholar

Copyright information

© Springer-Verlag London Limited 2011

Authors and Affiliations

  1. 1.L-1 Identity Solutions AGBochumGermany
  2. 2.Hochschule Darmstadt/Fraunhofer IGDDarmstadtGermany

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