• DocumentCode
    228829
  • Title

    New dedicated measuring devices for intra-palm propagation signals

  • Author

    Nakanishi, Isao ; Inada, Takashi ; Shigang Li

  • Author_Institution
    Grad. Sch. of Eng., Tottori Univ., Tottori, Japan
  • fYear
    2014
  • fDate
    26-27 Aug. 2014
  • Firstpage
    35
  • Lastpage
    38
  • Abstract
    We investigated the use of intra-palm propagation signals as biometrics. The intra-palm propagation signal is an electromagnetic wave that is propagated in the shallow part of the skin of a palm. However, the use of a support vector machine (SVM), which is a powerful machine learning method, does not enable superior verification performance. In this paper, we focus on problems related to measuring devices. The first problem is the contact stability between the electrodes and a palm, the second problem is the variation of the electrode position on a palm, and the third problem is the size of a palm. We develop new measuring devices by considering these problems and perform experiments to evaluate their effects.
  • Keywords
    biometrics (access control); electromagnetic wave propagation; learning (artificial intelligence); security of data; signal detection; support vector machines; biometrics; electrode position; electromagnetic wave propagation; intra-palm propagation signals; machine learning method; support vector machine; Authentication; Biometrics (access control); Computers; Electrodes; Feature extraction; Performance evaluation; Support vector machines; dedicated measuring device; intra-palm propagation signal;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biometrics and Security Technologies (ISBAST), 2014 International Symposium on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4799-6443-7
  • Type

    conf

  • DOI
    10.1109/ISBAST.2014.7013090
  • Filename
    7013090