Low Cost and Usable Multimodal Biometric System Based on Keystroke Dynamics and 2D Face Recognition

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@InProceedings{Giot:2010:ICPR,
  author =       "Romain Giot and Baptiste Hemery and 
                 Christophe Rosenberger",
  title =        "Low Cost and Usable Multimodal Biometric System Based
                 on Keystroke Dynamics and 2D Face Recognition",
  booktitle =    "20th International Conference on Pattern Recognition
                 (ICPR 2010)",
  year =         "2010",
  month =        "23-26 " # aug,
  pages =        "1128--1131",
  abstract =     "We propose in this paper a low cost multimodal
                 biometric system combining keystroke dynamics and 2D
                 face recognition. The objective of the proposed system
                 is to be used while keeping in mind: good performances,
                 acceptability, and aspect of privacy. Different fusion
                 methods have been used (min, max, mul, svm, weighted
                 sum configured with genetic algorithms, and, genetic
                 programming) on the scores of three keystroke dynamics
                 algorithms and two 2D face recognition ones. This
                 multimodal biometric system improves the recognition
                 rate in comparison with each individual method. On a
                 chimeric database composed of 100 individuals, the best
                 keystroke dynamics method obtains an EER of
                 8.77percent, the best face recognition one has an EER
                 of 6.38percent, while the best proposed fusion system
                 provides an EER of 2.22percent.",
  keywords =     "genetic algorithms, genetic programming, 2D face
                 recognition, chimeric database, fusion methods,
                 keystroke dynamics, multimodal biometric system,
                 privacy, biometrics (access control), data privacy,
                 face recognition, keyboards",
  DOI =          "doi:10.1109/ICPR.2010.282",
  ISSN =         "1051-4651",
  notes =        "GREYC Lab., Univ. of CAEN, Caen, France Also known as
                 \cite{5595872}",
}

Genetic Programming entries for Romain Giot Baptiste Hemery Christophe Rosenberger

Citations