• DocumentCode
    3165053
  • Title

    A multiband approach to human identity verification based on PhonoCardioGram signal analysis

  • Author

    Beritelli, Francesco

  • Author_Institution
    Dipt. di Ing. Inf. e delle Telecomun., Univ. of Catania, Catania
  • fYear
    2008
  • fDate
    23-25 Sept. 2008
  • Firstpage
    71
  • Lastpage
    76
  • Abstract
    New physiological or behavioural characteristics have to be considered in order to improve the performance of automatic mono/multi-biometric recognition systems. It has recently been shown in, by means of a preliminary study, that PhonoCardioGram (PCG) signals have specific individual characteristics that can be taken into consideration as a physiological sign used in a biometric system. This paper presents new results in biometric identification/verification via frequency analysis of cardiac sounds. More specifically, the paper proposes a multiband approach to PCG signals that has made it possible to enhance the linear separability and obtain an Equal Error Rate (EER) of 9%.
  • Keywords
    authorisation; cardiovascular system; medical signal processing; PCG signals; biometric system; cardiac sounds; equal error rate; frequency analysis; human identity verification; multiband approach; phonocardiogram signal analysis; Biometrics; Databases; Discrete Fourier transforms; Error analysis; Frequency; Heart; Humans; Performance analysis; Signal analysis; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biometrics Symposium, 2008. BSYM '08
  • Conference_Location
    Tampa, FL
  • Print_ISBN
    978-1-4244-2566-2
  • Electronic_ISBN
    978-1-4244-2567-9
  • Type

    conf

  • DOI
    10.1109/BSYM.2008.4655525
  • Filename
    4655525